## Warning: package 'ggplot2' was built under R version 3.2.4
## 
## Call:
## lm(formula = OLBover ~ OLBzscores[, 2] + OLBzscores[, 3] + OLBzscores[, 
##     4] + OLBzscores[, 5] + OLBzscores[, 6] + OLBzscores[, 7] + 
##     OLBzscores[, 8] + OLBzscores[, 9] + OLBzscores[, 10] + OLBzscores[, 
##     11] + OLBzscores[, 12] + OLBzscores[, 13] + OLBzscores[, 
##     14] + OLBzscores[, 15] + OLBzscores[, 16] + OLBzscores[, 
##     17] + OLBzscores[, 18], data = OLBzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.108611 -0.036004  0.000335  0.030434  0.133506 
## 
## Coefficients:
##                    Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      -4.312e-16  3.872e-03   0.000   1.0000    
## OLBzscores[, 2]   7.276e-02  6.038e-03  12.051  < 2e-16 ***
## OLBzscores[, 3]   3.641e-02  5.238e-03   6.952 8.26e-11 ***
## OLBzscores[, 4]   6.423e-02  4.815e-03  13.339  < 2e-16 ***
## OLBzscores[, 5]   3.375e-02  5.276e-03   6.397 1.60e-09 ***
## OLBzscores[, 6]   3.922e-01  7.622e-03  51.457  < 2e-16 ***
## OLBzscores[, 7]   1.269e-01  6.265e-03  20.246  < 2e-16 ***
## OLBzscores[, 8]   3.862e-03  4.096e-03   0.943   0.3471    
## OLBzscores[, 9]   4.157e-03  5.445e-03   0.763   0.4464    
## OLBzscores[, 10]  8.417e-03  4.630e-03   1.818   0.0709 .  
## OLBzscores[, 11]  1.722e-01  5.315e-03  32.396  < 2e-16 ***
## OLBzscores[, 12]  1.742e-01  4.733e-03  36.811  < 2e-16 ***
## OLBzscores[, 13]  1.058e-01  5.890e-03  17.965  < 2e-16 ***
## OLBzscores[, 14]  7.058e-02  6.664e-03  10.591  < 2e-16 ***
## OLBzscores[, 15]  2.601e-01  8.160e-03  31.873  < 2e-16 ***
## OLBzscores[, 16]  6.247e-02  8.725e-03   7.159 2.63e-11 ***
## OLBzscores[, 17]  9.582e-02  8.585e-03  11.162  < 2e-16 ***
## OLBzscores[, 18]  3.936e-02  4.571e-03   8.612 5.87e-15 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05209 on 163 degrees of freedom
## Multiple R-squared:  0.9976, Adjusted R-squared:  0.9973 
## F-statistic:  3914 on 17 and 163 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OLBover ~ OLBReduced[, 2] + OLBReduced[, 3] + OLBReduced[, 
##     4] + OLBReduced[, 5] + OLBReduced[, 6] + OLBReduced[, 7] + 
##     OLBReduced[, 8] + OLBReduced[, 9] + OLBReduced[, 10] + OLBReduced[, 
##     11] + OLBReduced[, 12] + OLBReduced[, 13] + OLBReduced[, 
##     14] + OLBReduced[, 15], data = OLBReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.121735 -0.035472 -0.000748  0.033763  0.149178 
## 
## Coefficients:
##                    Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      -4.272e-16  3.897e-03   0.000        1    
## OLBReduced[, 2]   7.244e-02  6.001e-03  12.071  < 2e-16 ***
## OLBReduced[, 3]   3.505e-02  5.190e-03   6.754 2.31e-10 ***
## OLBReduced[, 4]   6.450e-02  4.762e-03  13.545  < 2e-16 ***
## OLBReduced[, 5]   3.469e-02  5.218e-03   6.647 4.10e-10 ***
## OLBReduced[, 6]   3.922e-01  7.656e-03  51.235  < 2e-16 ***
## OLBReduced[, 7]   1.287e-01  6.180e-03  20.833  < 2e-16 ***
## OLBReduced[, 8]   1.721e-01  5.299e-03  32.467  < 2e-16 ***
## OLBReduced[, 9]   1.725e-01  4.672e-03  36.934  < 2e-16 ***
## OLBReduced[, 10]  1.071e-01  5.872e-03  18.233  < 2e-16 ***
## OLBReduced[, 11]  7.012e-02  6.698e-03  10.469  < 2e-16 ***
## OLBReduced[, 12]  2.649e-01  7.739e-03  34.228  < 2e-16 ***
## OLBReduced[, 13]  6.270e-02  8.723e-03   7.188 2.13e-11 ***
## OLBReduced[, 14]  9.552e-02  8.636e-03  11.060  < 2e-16 ***
## OLBReduced[, 15]  4.039e-02  4.569e-03   8.841 1.33e-15 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05243 on 166 degrees of freedom
## Multiple R-squared:  0.9975, Adjusted R-squared:  0.9973 
## F-statistic:  4692 on 14 and 166 DF,  p-value: < 2.2e-16

## 
## Call:
## lm(formula = OLBover ~ OLBzscores[, 2] + OLBzscores[, 3] + OLBzscores[, 
##     4] + OLBzscores[, 5] + OLBzscores[, 6] + OLBzscores[, 7] + 
##     OLBzscores[, 8] + OLBzscores[, 9] + OLBzscores[, 10] + OLBzscores[, 
##     11] + OLBzscores[, 12] + OLBzscores[, 13] + OLBzscores[, 
##     14] + OLBzscores[, 15] + OLBzscores[, 16] + OLBzscores[, 
##     17] + OLBzscores[, 18], data = OLBzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.108611 -0.036004  0.000335  0.030434  0.133506 
## 
## Coefficients:
##                    Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      -4.312e-16  3.872e-03   0.000   1.0000    
## OLBzscores[, 2]   7.276e-02  6.038e-03  12.051  < 2e-16 ***
## OLBzscores[, 3]   3.641e-02  5.238e-03   6.952 8.26e-11 ***
## OLBzscores[, 4]   6.423e-02  4.815e-03  13.339  < 2e-16 ***
## OLBzscores[, 5]   3.375e-02  5.276e-03   6.397 1.60e-09 ***
## OLBzscores[, 6]   3.922e-01  7.622e-03  51.457  < 2e-16 ***
## OLBzscores[, 7]   1.269e-01  6.265e-03  20.246  < 2e-16 ***
## OLBzscores[, 8]   3.862e-03  4.096e-03   0.943   0.3471    
## OLBzscores[, 9]   4.157e-03  5.445e-03   0.763   0.4464    
## OLBzscores[, 10]  8.417e-03  4.630e-03   1.818   0.0709 .  
## OLBzscores[, 11]  1.722e-01  5.315e-03  32.396  < 2e-16 ***
## OLBzscores[, 12]  1.742e-01  4.733e-03  36.811  < 2e-16 ***
## OLBzscores[, 13]  1.058e-01  5.890e-03  17.965  < 2e-16 ***
## OLBzscores[, 14]  7.058e-02  6.664e-03  10.591  < 2e-16 ***
## OLBzscores[, 15]  2.601e-01  8.160e-03  31.873  < 2e-16 ***
## OLBzscores[, 16]  6.247e-02  8.725e-03   7.159 2.63e-11 ***
## OLBzscores[, 17]  9.582e-02  8.585e-03  11.162  < 2e-16 ***
## OLBzscores[, 18]  3.936e-02  4.571e-03   8.612 5.87e-15 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05209 on 163 degrees of freedom
## Multiple R-squared:  0.9976, Adjusted R-squared:  0.9973 
## F-statistic:  3914 on 17 and 163 DF,  p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 2, 5, 5, 1, 4
## 
## Cluster means:
##        Speed Acceleration  Strength   Agility  Awareness    Tackle
## 1 -16.414134    -7.878453 12.556538 -6.484530 158.956154 46.060206
## 2   5.332449     1.653125 -6.039797 10.474579  37.524377 25.795629
## 3  -8.529957    -4.742382 25.238717 -7.237152  32.295242 14.887311
## 4   4.276458     2.414426  1.933057 13.599816  33.794537 -4.058686
## 5   9.996463     6.753814 -5.912239 10.388137  -2.846846  3.071938
##      Injury   Stamina  Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 18.484009 36.373204  33.398389  52.3928177     30.157735      39.970028
## 2  4.173542 22.064647   5.958643  -0.6914119     -1.135488      10.392099
## 3  5.266826  4.425384  27.226740  54.8204236      1.592535      33.692259
## 4  3.535574 -1.494721 -11.811786  14.3822284    140.638797      -2.778115
## 5  7.247575  3.098872  -5.082850  -5.9364564      5.956568      -2.807397
##     Pursuit Play.Recognition Man.Coverage Zone.Coverage  Hit.Power
## 1 56.467311       155.111065    18.606369     31.000660 18.5590700
## 2 26.416765        37.878723    33.336262     38.384598  8.3426519
## 3 16.857526        30.455494   -10.997434     -7.210602 29.5576489
## 4 20.484715        26.520933    -9.999448    -10.609300  6.2372928
## 5  3.715362        -3.299708     8.980034      8.175913  0.6856123
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                5                5                3                5 
##        Awareness           Tackle           Injury          Stamina 
##                1                2                5                2 
##        Toughness      Power.Moves    Finesse.Moves   Block.Shedding 
##                3                3                4                3 
##          Pursuit Play.Recognition     Man.Coverage    Zone.Coverage 
##                2                1                2                2 
##        Hit.Power 
##                3 
## 
## Within cluster sum of squares by cluster:
## [1]   962.0268 12293.6205 19120.1428     0.0000  4566.3814
##  (between_SS / total_SS =  79.3 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.6012571 0.3987429
## [1] 0.35257149 0.01154956 0.19609532 0.17356297 0.26622065
## [1] 0.16468935 0.02158166 0.44153054 0.27127718 0.10092127
## [1] 1
## [1] 0.49570111 0.24805494 0.22993283 0.02631113
## 
## Call:
## lm(formula = OLBover ~ OLBReduced[, 2] + OLBReduced[, 3] + OLBReduced[, 
##     4] + OLBReduced[, 5] + OLBReduced[, 6] + OLBReduced[, 7] + 
##     OLBReduced[, 8] + OLBReduced[, 9] + OLBReduced[, 10] + OLBReduced[, 
##     11] + OLBReduced[, 12] + OLBReduced[, 13] + OLBReduced[, 
##     14] + OLBReduced[, 15], data = OLBReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.121735 -0.035472 -0.000748  0.033763  0.149178 
## 
## Coefficients:
##                    Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      -4.272e-16  3.897e-03   0.000        1    
## OLBReduced[, 2]   7.244e-02  6.001e-03  12.071  < 2e-16 ***
## OLBReduced[, 3]   3.505e-02  5.190e-03   6.754 2.31e-10 ***
## OLBReduced[, 4]   6.450e-02  4.762e-03  13.545  < 2e-16 ***
## OLBReduced[, 5]   3.469e-02  5.218e-03   6.647 4.10e-10 ***
## OLBReduced[, 6]   3.922e-01  7.656e-03  51.235  < 2e-16 ***
## OLBReduced[, 7]   1.287e-01  6.180e-03  20.833  < 2e-16 ***
## OLBReduced[, 8]   1.721e-01  5.299e-03  32.467  < 2e-16 ***
## OLBReduced[, 9]   1.725e-01  4.672e-03  36.934  < 2e-16 ***
## OLBReduced[, 10]  1.071e-01  5.872e-03  18.233  < 2e-16 ***
## OLBReduced[, 11]  7.012e-02  6.698e-03  10.469  < 2e-16 ***
## OLBReduced[, 12]  2.649e-01  7.739e-03  34.228  < 2e-16 ***
## OLBReduced[, 13]  6.270e-02  8.723e-03   7.188 2.13e-11 ***
## OLBReduced[, 14]  9.552e-02  8.636e-03  11.060  < 2e-16 ***
## OLBReduced[, 15]  4.039e-02  4.569e-03   8.841 1.33e-15 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05243 on 166 degrees of freedom
## Multiple R-squared:  0.9975, Adjusted R-squared:  0.9973 
## F-statistic:  4692 on 14 and 166 DF,  p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 5, 4, 5
## 
## Cluster means:
##        Speed Acceleration    Strength     Agility   Awareness    Tackle
## 1  0.5385480   0.46067624 -0.27058773  0.51848228 -0.01256873 0.1686218
## 2 -0.1155473  -0.09857138  0.09826626  0.02702344  0.74573612 0.6756397
## 3 -0.1432362  -0.10033964  0.42420501 -0.08592446  0.26799304 0.2044615
##   Power.Moves Finesse.Moves Block.Shedding   Pursuit Play.Recognition
## 1  -0.2413304    0.02800918     -0.1248285 0.1653444      -0.01924429
## 2   0.3042432    0.14705220      0.4510116 0.7217020       0.75298651
## 3   0.4868875    0.23377842      0.4635217 0.2903011       0.24021113
##   Man.Coverage Zone.Coverage   Hit.Power
## 1    0.5689425     0.5314040 -0.00254706
## 2    0.2285075     0.3362793  0.25313512
## 3   -0.1657285    -0.1160558  0.41867132
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                1                1                3                1 
##        Awareness           Tackle      Power.Moves    Finesse.Moves 
##                2                2                3                3 
##   Block.Shedding          Pursuit Play.Recognition     Man.Coverage 
##                3                2                2                1 
##    Zone.Coverage        Hit.Power 
##                1                3 
## 
## Within cluster sum of squares by cluster:
## [1] 3.0989384 0.8563612 3.6392722
##  (between_SS / total_SS =  65.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.2411451 0.1166778 0.1154794 0.2087217 0.3179760
## [1] 0.45822039 0.15036452 0.08192354 0.30949154
## [1] 0.11588422 0.30920426 0.30992292 0.19242171 0.07256688

##          OVR      Speed Acceleration    Strength    Agility  Awareness
## 1  1.7691337  0.3140819   0.05411436  0.54378224  0.5680191  1.1893014
## 2  0.5191291 -0.7102723  -0.49661504  0.36766847 -0.6090521  0.7611501
## 3  0.2622389  0.3867124   0.27944209 -0.94833460  0.5871909  0.3062497
## 4 -1.0094551  0.8064751   0.77076144 -0.21153276  0.9147593 -1.0687401
## 5 -0.7134722 -0.1191842  -0.12424981  0.08415364 -0.4420524 -0.6898878
##       Tackle      Injury    Stamina  Toughness Power.Moves Finesse.Moves
## 1  1.4999716  0.50642853  1.2975219  0.5656401   1.0423954    0.44360816
## 2  0.3602210  0.17508159  0.1292409  0.4828624   0.4284903   -0.14592866
## 3  0.2248699  0.02747498  0.6063862 -0.2751894  -0.6711575   -0.02707956
## 4 -0.5383967 -0.56527882 -0.1191328 -0.6771337  -1.1281235   -0.25029754
## 5 -0.6905877 -0.07281031 -0.8200286 -0.1349484   0.1434836    0.08517738
##   Block.Shedding    Pursuit Play.Recognition Man.Coverage Zone.Coverage
## 1      1.3074649  1.6657754        1.2368037    0.7914235     1.0458534
## 2      0.4084305  0.2252273        0.6928867   -0.4133050    -0.2594486
## 3     -0.2697079  0.3448592        0.3657736    1.0526278     0.8723574
## 4     -1.0223173 -0.8559307       -1.0265464    0.6466366     0.4364520
## 5     -0.1865599 -0.5557332       -0.7023509   -0.7860907    -0.8122561
##     Hit.Power
## 1  0.91628482
## 2  0.06242705
## 3 -0.26099705
## 4 -0.59371520
## 5  0.02561378

##         Speed Acceleration   Strength     Agility  Awareness     Tackle
## 1  0.39639418    0.5277517  0.1825632 -0.09266087 -0.3348429 -0.1050004
## 2 -1.16236630   -0.9369296  0.5975530 -1.10028246  0.4997898  0.3420953
## 3 -0.05778949   -0.3341804 -1.2731244  0.28373598  0.2489904  0.3138045
## 4  1.14641877    1.1346001 -0.0434051  1.16416275 -0.6438615 -0.1912462
## 5 -0.44642118   -0.6657538  0.3746161  0.02507437  0.4204315 -0.3873132
##        Injury    Stamina   Toughness Power.Moves Finesse.Moves
## 1  0.36249259 -0.4472438 -0.06775601  0.56256419    0.07601714
## 2 -0.03780256  0.1524639  0.49476278  0.45262362   -0.68591668
## 3 -0.11976574  0.6295625 -0.28630626 -0.70171125   -0.57314731
## 4 -0.29216652  0.1550557 -0.55188740 -0.86952122    0.18871749
## 5 -0.21352504 -0.2031414  0.41548367  0.04660413    1.18540168
##   Block.Shedding     Pursuit Play.Recognition Man.Coverage Zone.Coverage
## 1      0.2497465 -0.10445752       -0.3543277   -0.4646369    -0.4114491
## 2      0.7322535  0.21544912        0.5648661   -0.5069757    -0.3213537
## 3     -0.4590496  0.30435466        0.2748664    0.8761411     0.8067413
## 4     -0.7254133 -0.47916282       -0.5639382    0.9644018     0.7503395
## 5     -0.1301855  0.09373324        0.2598307   -0.4700864    -0.5045526
##     Hit.Power
## 1  0.45405228
## 2  0.03743770
## 3 -0.45392957
## 4 -0.30830316
## 5 -0.09092112

##          OVR      Speed Acceleration    Strength    Agility  Awareness
## 1  1.6990897 -0.2875647   -0.1293598  1.32366098  0.2420534  1.2253596
## 2  0.2865543 -0.5547083   -0.3486821  0.14412139 -0.6599793  0.5908082
## 3  1.0526535  0.6998865    0.3081556 -0.91083923  0.9715530  0.7890559
## 4 -0.7503103  0.7040573    0.5988916 -0.54070288  0.8406287 -0.7650504
## 5 -0.8028068 -0.1064166   -0.1347486  0.07950792 -0.3939404 -0.7971093
##       Tackle Power.Moves Finesse.Moves Block.Shedding     Pursuit
## 1  0.8373423   1.2649679    1.03732032      1.4108061  1.40467229
## 2  0.3109021   0.1469352   -0.39085036      0.2587440  0.03099527
## 3  1.1408229  -0.1573145    0.24630809      0.2166421  1.12295581
## 4 -0.4221922  -1.0314466   -0.32948601     -0.9048004 -0.55772346
## 5 -0.7540456   0.1228749    0.09373912     -0.2551780 -0.61281746
##   Play.Recognition  Man.Coverage Zone.Coverage   Hit.Power
## 1        1.2001124 -0.0007771257     0.2994641  0.90601225
## 2        0.5023867 -0.2462923403    -0.1631710 -0.03555904
## 3        0.8385459  1.2785568668     1.2237018  0.36640042
## 4       -0.6999094  0.8851966768     0.7004835 -0.66206469
## 5       -0.7678949 -0.8272985157    -0.8735526 -0.01571705

##           Speed Acceleration   Strength    Agility  Awareness     Tackle
## 1  0.4853388205    0.4112685  0.2133817  0.4715042 -0.4364273 -0.5141084
## 2  0.2196804024    0.4081262  0.0347877 -0.6101256 -0.1986338  0.2342493
## 3 -0.0003375623   -0.2183645 -1.1623502  0.3032744  0.3110850  0.2888407
## 4  1.0683318629    1.0033221 -0.1518544  1.1132397 -0.7721407 -0.2667757
## 5 -1.1591132210   -1.0598900  0.7783781 -0.7014475  0.7002033  0.1235829
##   Power.Moves Finesse.Moves Block.Shedding     Pursuit Play.Recognition
## 1   0.2477017    0.88837643     -0.2701537 -0.18567341       -0.4246869
## 2   0.4756747   -0.48576898      0.6532213 -0.06914518       -0.1673584
## 3  -0.6766565   -0.42112843     -0.4496342  0.30160272        0.3308737
## 4  -1.0675355    0.01662880     -0.8315274 -0.60124202       -0.7343633
## 5   0.5264788    0.04693395      0.4638404  0.31024844        0.6283453
##   Man.Coverage Zone.Coverage  Hit.Power
## 1   -0.5292455    -0.6972113  0.3399351
## 2   -0.4482104    -0.2594704  0.2129731
## 3    0.8995123     0.8239300 -0.3306475
## 4    0.9740599     0.7832150 -0.5333584
## 5   -0.4522759    -0.3191173  0.1138327

##      Overall Speed And Coverage Tackling And Awareness
## 1  1.7851743          0.1283231              1.2887913
## 2  0.3697821         -0.3926429              0.4804619
## 3  0.8850292          0.9798881              0.7688825
## 4 -0.6695595          0.6188775             -0.5574009
## 5 -0.9171325         -0.5685405             -0.8626293
##   Power And Pass Rushing
## 1             1.12683821
## 2             0.16189164
## 3            -0.13292343
## 4            -0.68470626
## 5            -0.01729736

##   Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1        -0.09573656            -0.35448726              0.4502238
## 2        -0.19893788             0.40611431             -0.2071764
## 3         0.61055747             0.05230206             -0.6628595
## 4         1.21855841            -0.78281479             -0.4357436
## 5        -1.04031931             0.60927093              0.4310484

##      Overall  Awareness Tackling And Coverage       Power
## 1  1.5712996  1.2469665            0.45870188  1.05525240
## 2  0.4115640  0.7761716            0.09014481  0.31312011
## 3  0.9098404  0.6740738            0.91687665 -0.01114009
## 4 -0.5819231 -0.5218808           -0.47273247 -0.63324665
## 5 -0.8567314 -0.8443210           -0.36859015 -0.09043876
##   Finesse Pass Rushing       Speed
## 1            1.2328085 -0.26553482
## 2           -0.7200596 -0.81543077
## 3            0.2928080  0.61331291
## 4            0.8445918  0.21708650
## 5           -0.8274570  0.03665358

##    Awareness Tackling And Coverage      Power Finesse Pass Rushing
## 1 -0.4388108           -0.09636174  0.4715131           -0.3147398
## 2  0.6251098           -0.02427656  0.7209243           -0.3561443
## 3  0.5098411            0.68048651 -0.5210988           -0.7670824
## 4 -0.6325655           -0.03035344 -0.7739336            0.5816667
## 5  0.1529360           -0.51674139 -0.2684645            1.1801572
##         Speed
## 1  0.37839929
## 2 -0.96561332
## 3  0.09785363
## 4  0.85518587
## 5 -0.54788738
##                      Speed And Coverage Tackling And Awareness
## Daniel Adongo               0.279235593           -0.838867264
## Dan Skuta                  -0.562597635            0.652481144
## Jeremiah Attaochu           0.022801204           -0.309556588
## Bjoern Werner              -0.509366723            0.369424249
## Trent Murphy               -0.599558358            0.406488538
## Jonathan Massaquoi         -0.152728309            0.237232925
## Anthony Barr                0.080561560           -0.163414176
## Shaquille Riddick           0.246695964           -0.808150606
## Cornelius Washington        0.203866770           -0.831468092
## Markus Golden              -0.006175659           -0.342780028
## James Harrison             -1.188857609            1.004628926
## Preston Smith              -0.427436568           -0.265957147
## Ryan Kerrigan              -0.875492706            0.410030813
## John Simon                 -0.203965920            0.030065006
## Kyle Emanuel               -0.504544798           -0.454848040
## Anthony Chickillo          -0.263166989            0.117713395
## Frank Zombo                 0.324772591            0.548302329
## Zach Vigil                  1.308584345           -0.575964384
## Colton Underwood           -0.133723646            0.077451552
## Dezman Moses               -0.200664735           -0.175980998
## Ray Ray Armstrong           0.784259899           -0.342585844
## Ronald Powell               0.464161639           -0.888811533
## Emmanuel Lamur              0.515013056           -0.029697273
## Neiron Ball                 1.068667907           -0.924741058
## Jarvis Jones               -0.425142524            0.015327752
## Randell Johnson             0.049091083           -0.449068591
## Lorenzo Mauldin            -0.431675520           -0.009479304
## Erik Walden                -0.701255662            0.328846359
## Jo-Lonn Dunbar             -0.133711188            0.579626193
## Justin Durant               0.344974584            0.613688417
## Kevin Reddick               0.384843389           -0.119524345
## Vincent Rey                 0.510967366            0.420408733
## Trevardo Williams           0.551772572           -0.826625425
## Brooks Reed                -0.443050141            0.575121833
## Lorenzo Alexander          -1.387197147            0.815497178
## David Bass                 -0.622390130           -0.068674675
## Nate Orchard               -0.625029901            0.007655523
## Spencer Paysinger          -0.075531482            0.674488955
## Devon Kennard              -0.048157325            0.076051803
## Arthur Moats               -0.704168845            0.287853398
## Akeem Ayers                 0.141168438           -0.039972190
## Ahmad Brooks               -0.320809956            0.639886536
## DeAndre Levy               -0.133980386            1.127092376
## Kyle Van Noy                0.639334631           -0.133189894
## Rufus Johnson              -0.315575001           -0.395880644
## K.J. Wright                 0.056862517            0.634701316
## Tyler Starr                 0.573172070           -0.756763016
## Armonty Bryant             -0.390392214           -0.284073535
## Khalil Mack                 0.073358481           -0.103005472
## Jason Babin                -1.157159229            1.109273567
## Andy Mulumba               -0.174300199           -0.169560794
## Lerentee McCray            -0.078376707           -0.219317559
## Dekoda Watson               1.131897767           -0.353630741
## Sio Moore                   0.083281049            0.015829697
## Adarius Glanton             1.079494762           -0.604206897
## John Lotulelei              0.064689388            0.064025680
## Hau'oli Kikaha             -0.644790824           -0.347067649
## Za'Darius Smith            -1.280671523            0.075675023
## Jackson Jeffcoat            0.279478328           -0.725835886
## Aaron Lynch                -0.156213910           -0.226914972
## Aldon Smith                -0.571208606           -0.063346849
## Cam Johnson                -0.071520901           -0.580405413
## Shaq Thompson               0.970445268           -0.266224089
## Nate Askew                  1.717634623           -1.197159998
## Sean Porter                 0.508953150           -0.264078816
## Tony Steward                0.642841818           -0.274837634
## Anthony Hitchens           -0.064868297            0.388353711
## Jonathan Casillas           0.983024284            0.160047778
## Bruce Irvin                 0.120676851            0.018861243
## Gerald Hodges               0.480680560            0.441234208
## Thomas Davis                0.264485428            0.581567822
## Jelani Jenkins              0.895627397           -0.207755478
## Telvin Smith                1.025850599           -0.128365454
## A.J. Tarpley                1.045683937            0.045971200
## Marquis Spruill             0.227572256           -0.417072103
## LaRoy Reynolds              0.546006152           -0.200519954
## Nigel Bradham               0.559644659           -0.005432450
## Andrew Hudson              -0.044379955           -0.803189311
## Bruce Carter                0.298622714            0.136869470
## Brandon Hepburn             0.170502177            0.320526157
## Kevin Pierre-Louis          1.221234295           -0.670274152
## Edmond Robinson             1.414846532           -0.861450524
## Brandon Watts               1.744478277           -0.999179094
## Korey Toomer                1.376549847           -1.018154080
## Jadeveon Clowney           -0.218213620           -0.549693713
## Jason Williams              1.264759678           -0.440503460
## Jonathan Newsome           -0.024458861           -0.281543688
## Mark Nzeocha                1.160329580           -0.891876029
## Kyle Wilber                 0.227911924            0.200345766
## Khairi Fortt                0.939898277           -0.734588213
## Eli Harold                  0.015698241           -0.657837813
## Sam Montgomery             -0.215002299           -0.491225380
## Larry Dean                  1.004026965           -0.045615457
## Tourek Williams            -0.571627454           -0.220489660
## Trevor Reilly              -0.116682869           -0.281688938
## Benardrick McKinney        -0.175741483            0.073558449
## Corey Lemonier              0.230011029           -0.331823727
## Keith Rivers                0.098313753            0.423179524
## Darius Fleming              0.250918177           -0.829174860
## Josh Kaddu                  0.950093715           -0.576175262
## Bud Dupree                  0.347257892           -0.513742222
## Kwon Alexander              1.288058362           -1.506346262
## Sean Lee                    0.196243732            0.802206030
## Jordan Zumwalt              0.318442880           -0.167132472
## P.J. Dawson                 0.703558210           -0.146434775
## Malcolm Smith               0.792200001            0.124774098
## Mike Morgan                 0.783781538            0.049936585
## Mike Neal                  -0.988805162            0.376184582
## Lamarr Houston             -1.054370465            0.851875067
## Willie Young               -1.277817577            0.566750119
## Jordan Tripp                0.881917865           -0.641767121
## Michael Mauti               0.071155964            0.570349909
## Jayson DiManche             0.653073923           -0.348955700
## Ikemefuna Enemkpali        -0.741580348           -0.208498977
## Parys Haralson             -0.636766713            0.641018344
## Calvin Pace                -0.533268612            0.921286508
## Marcus Smith                0.187493150           -0.190148116
## Bryan Braman               -0.213042783            0.393073432
## Marshall McFadden           0.033056198           -0.087457172
## Elvis Dumervil             -1.289279207            0.834257726
## Scott Solomon              -0.475784047           -0.209552667
## Josh Martin                 0.068174087           -0.339437378
## Kaelin Burnett              0.556772474           -0.218181754
## Pernell McPhee             -1.490654174            0.485651539
## Victor Butler              -0.471843990            0.261379477
## Kourtnei Brown              0.146267132           -0.567133123
## Terrell Suggs              -1.662035431            0.905570893
## Connor Barwin              -0.526735716            0.331391319
## Joe Kruger                 -0.169921885           -0.320222450
## Chris McCain                0.711279912           -0.329253410
## Shane Ray                  -0.322893034           -0.281394282
## Melvin Ingram              -0.392886119           -0.253922237
## Cordarro Law               -0.541194088           -0.175385703
## Jayrone Elliott             0.150545033           -0.327275595
## Mark Herzlich              -0.417342871            1.194700216
## Shea McClellin             -0.461925204            0.554831897
## Adrian Hubbard              0.697955434           -0.956056742
## Matt Shaughnessy           -0.939080164            0.979351793
## Justin Houston             -0.722341354            0.197857896
## Nick Perry                 -0.159225918            0.012553478
## Kasim Edebali              -0.019145841           -0.098903169
## A.J. Klein                  0.671443254            0.230450791
## Cameron Lawrence            0.610893312           -0.020454147
## Chris Carter               -0.099421871            0.173371254
## Von Miller                 -0.512632639            0.053774645
## DeMarcus Ware              -0.405045725            0.440711110
## Anthony Spencer            -0.053546645            0.273471626
## Davis Tull                  0.469604472           -0.815435524
## Jamie Collins               0.136042943            0.206970766
## Jonathan Freeny            -0.174214381            0.154870847
## Whitney Mercilus           -0.398876699            0.311268300
## Paul Kruger                -1.014935364            0.598102921
## Courtney Upshaw            -0.812617157            0.474238086
## Julian Stanford             0.651187858           -0.276732885
## Chad Greenway              -0.217081855            0.889095676
## Barkevious Mingo           -0.208359373           -0.021779219
## Deiontrez Mount             0.398837740           -0.793631918
## Junior Galette             -0.888911171            0.476335685
## Marquis Flowers             1.469091695           -0.355777409
## Alec Ogletree               0.222359330            0.167353325
## Lavonte David               0.644316016            0.756616860
## Nate Palmer                 0.227939334           -0.383377149
## Dee Ford                    0.038164111           -0.354734031
## Quinton Coples             -0.619123658            0.204038924
## Robert Mathis              -1.109121818            0.974299550
## Brandon Graham             -1.109674095            0.370442442
## LaMarr Woodley             -0.503626878            0.640442060
## Julius Peppers             -0.770683319            0.635361254
## Dont'a Hightower           -0.090110451            0.271604733
## Jason Ankrah               -0.089868807           -0.650376737
## Josh Bynes                 -0.505095662            0.399175127
## Chris White                 0.159320603            0.302292253
## Alex Okafor                -0.528430790            0.015529879
## O'Brien Schofield          -0.150726772            0.187883085
## Derrick Morgan             -0.253972001            0.003372221
## Vontaze Burfict            -0.382360306            0.505864364
## J.T. Thomas                 0.895988466            0.075770519
## Jared Allen                -1.484580485            1.132825974
## Brian Orakpo               -0.765939649            0.254850732
## Tamba Hali                 -1.152215462            0.780468912
## Trent Cole                 -1.042074488            0.913557193
##                      Power And Pass Rushing
## Daniel Adongo                   0.559631671
## Dan Skuta                      -0.089883509
## Jeremiah Attaochu               0.286755384
## Bjoern Werner                   0.139942474
## Trent Murphy                    0.193069820
## Jonathan Massaquoi             -0.084504617
## Anthony Barr                    0.082852616
## Shaquille Riddick               0.561454641
## Cornelius Washington            0.627601321
## Markus Golden                   0.348955687
## James Harrison                  0.184228683
## Preston Smith                   0.693393715
## Ryan Kerrigan                   0.465461893
## John Simon                      0.173900914
## Kyle Emanuel                    0.959392838
## Anthony Chickillo               0.145453593
## Frank Zombo                    -0.873074920
## Zach Vigil                     -0.732619962
## Colton Underwood                0.056272094
## Dezman Moses                    0.376645732
## Ray Ray Armstrong              -0.441674056
## Ronald Powell                   0.424649894
## Emmanuel Lamur                 -0.485315783
## Neiron Ball                    -0.143926849
## Jarvis Jones                    0.409814772
## Randell Johnson                 0.399977508
## Lorenzo Mauldin                 0.441154825
## Erik Walden                     0.372409303
## Jo-Lonn Dunbar                 -0.445915006
## Justin Durant                  -0.958663002
## Kevin Reddick                  -0.265319044
## Vincent Rey                    -0.931376099
## Trevardo Williams               0.274852853
## Brooks Reed                    -0.132071692
## Lorenzo Alexander               0.571699970
## David Bass                      0.691064805
## Nate Orchard                    0.617374379
## Spencer Paysinger              -0.598957473
## Devon Kennard                  -0.027894478
## Arthur Moats                    0.416315447
## Akeem Ayers                    -0.101196248
## Ahmad Brooks                   -0.319076580
## DeAndre Levy                   -0.993111990
## Kyle Van Noy                   -0.506144737
## Rufus Johnson                   0.711455644
## K.J. Wright                    -0.691563832
## Tyler Starr                     0.183590945
## Armonty Bryant                  0.674465750
## Khalil Mack                     0.029646991
## Jason Babin                     0.047885663
## Andy Mulumba                    0.343860993
## Lerentee McCray                 0.297694267
## Dekoda Watson                  -0.778267026
## Sio Moore                      -0.099110747
## Adarius Glanton                -0.475287865
## John Lotulelei                 -0.128715068
## Hau'oli Kikaha                  0.991858474
## Za'Darius Smith                 1.204996501
## Jackson Jeffcoat                0.446357558
## Aaron Lynch                     0.383128882
## Aldon Smith                     0.634555456
## Cam Johnson                     0.651926313
## Shaq Thompson                  -0.704221179
## Nate Askew                     -0.520474626
## Sean Porter                    -0.244874334
## Tony Steward                   -0.368004184
## Anthony Hitchens               -0.323485414
## Jonathan Casillas              -1.143072062
## Bruce Irvin                    -0.139538093
## Gerald Hodges                  -0.921914767
## Thomas Davis                   -0.846053250
## Jelani Jenkins                 -0.687871920
## Telvin Smith                   -0.897485145
## A.J. Tarpley                   -1.091655136
## Marquis Spruill                 0.189499847
## LaRoy Reynolds                 -0.345486198
## Nigel Bradham                  -0.554212210
## Andrew Hudson                   0.847569266
## Bruce Carter                   -0.435492183
## Brandon Hepburn                -0.491028334
## Kevin Pierre-Louis             -0.550960143
## Edmond Robinson                -0.553396008
## Brandon Watts                  -0.745299183
## Korey Toomer                   -0.358395768
## Jadeveon Clowney                0.767907333
## Jason Williams                 -0.824256217
## Jonathan Newsome                0.306002550
## Mark Nzeocha                   -0.268453551
## Kyle Wilber                    -0.428257690
## Khairi Fortt                   -0.205310064
## Eli Harold                      0.642139572
## Sam Montgomery                  0.706227679
## Larry Dean                     -0.958411508
## Tourek Williams                 0.792117114
## Trevor Reilly                   0.398371808
## Benardrick McKinney             0.102183033
## Corey Lemonier                  0.101812698
## Keith Rivers                   -0.521493277
## Darius Fleming                  0.578256684
## Josh Kaddu                     -0.373918453
## Bud Dupree                      0.166484330
## Kwon Alexander                  0.218287900
## Sean Lee                       -0.998449761
## Jordan Zumwalt                 -0.151310407
## P.J. Dawson                    -0.557123435
## Malcolm Smith                  -0.916974098
## Mike Morgan                    -0.833718124
## Mike Neal                       0.612620580
## Lamarr Houston                  0.202495398
## Willie Young                    0.711067458
## Jordan Tripp                   -0.240150744
## Michael Mauti                  -0.641505873
## Jayson DiManche                -0.304118224
## Ikemefuna Enemkpali             0.950079325
## Parys Haralson                 -0.004251631
## Calvin Pace                    -0.388017895
## Marcus Smith                    0.002654966
## Bryan Braman                   -0.180030648
## Marshall McFadden               0.054400974
## Elvis Dumervil                  0.455021481
## Scott Solomon                   0.685336714
## Josh Martin                     0.271263291
## Kaelin Burnett                 -0.338590720
## Pernell McPhee                  1.005002634
## Victor Butler                   0.210464513
## Kourtnei Brown                  0.420865991
## Terrell Suggs                   0.756464538
## Connor Barwin                   0.195344397
## Joe Kruger                      0.490144336
## Chris McCain                   -0.382026502
## Shane Ray                       0.604287316
## Melvin Ingram                   0.646808356
## Cordarro Law                    0.716579791
## Jayrone Elliott                 0.176730562
## Mark Herzlich                  -0.777357346
## Shea McClellin                 -0.092906693
## Adrian Hubbard                  0.258101307
## Matt Shaughnessy               -0.040271629
## Justin Houston                  0.524483458
## Nick Perry                      0.146672441
## Kasim Edebali                   0.118049009
## A.J. Klein                     -0.901894045
## Cameron Lawrence               -0.590439165
## Chris Carter                   -0.073949382
## Von Miller                      0.458857995
## DeMarcus Ware                  -0.035665385
## Anthony Spencer                -0.219924980
## Davis Tull                      0.345831052
## Jamie Collins                  -0.343013709
## Jonathan Freeny                 0.019343534
## Whitney Mercilus                0.087608399
## Paul Kruger                     0.416832443
## Courtney Upshaw                 0.338379071
## Julian Stanford                -0.374454974
## Chad Greenway                  -0.672013822
## Barkevious Mingo                0.230138593
## Deiontrez Mount                 0.394794178
## Junior Galette                  0.412575486
## Marquis Flowers                -1.113314287
## Alec Ogletree                  -0.389712654
## Lavonte David                  -1.400932876
## Nate Palmer                     0.155437815
## Dee Ford                        0.316569920
## Quinton Coples                  0.415084735
## Robert Mathis                   0.134822268
## Brandon Graham                  0.739231653
## LaMarr Woodley                 -0.136815182
## Julius Peppers                  0.135322065
## Dont'a Hightower               -0.181494283
## Jason Ankrah                    0.740245545
## Josh Bynes                      0.105920535
## Chris White                    -0.461612856
## Alex Okafor                     0.512900910
## O'Brien Schofield              -0.037156314
## Derrick Morgan                  0.250599780
## Vontaze Burfict                -0.123504058
## J.T. Thomas                    -0.971758985
## Jared Allen                     0.351754511
## Brian Orakpo                    0.511088918
## Tamba Hali                      0.371746551
## Trent Cole                      0.128517295
##                        Awareness Tackling And Coverage         Power
## Daniel Adongo        -1.14203173          -0.494469017  0.4688887840
## Dan Skuta             0.68885439           0.174724924  0.0025322103
## Jeremiah Attaochu    -0.38891085          -0.780776174 -0.0735284142
## Bjoern Werner         0.56172565          -0.085862264  0.5014749733
## Trent Murphy          0.24979863           0.216625210  0.4594913487
## Jonathan Massaquoi    0.46067844          -0.228821017  0.1217307950
## Anthony Barr         -0.42944629          -0.392826814 -0.1108025187
## Shaquille Riddick    -1.17008973          -1.159056011 -0.3954624327
## Cornelius Washington -0.79555999          -0.474753760  1.3297110750
## Markus Golden        -0.43632962          -0.047556844  0.5097867141
## James Harrison        1.62628247          -0.072436774  1.0155371335
## Preston Smith        -0.48094494          -0.290585104  0.9929661072
## Ryan Kerrigan         0.56485896          -0.277686726  0.8307362755
## John Simon           -0.15061078           0.232897897  0.3827508364
## Kyle Emanuel         -0.64474203          -0.826012808  1.0755292946
## Anthony Chickillo     0.14307882           0.005943025  1.0109823055
## Frank Zombo           0.85932339           0.957169639 -0.2273470095
## Zach Vigil           -0.60325951           0.453314476 -1.0421722817
## Colton Underwood      0.36723979          -0.830009529  0.4272828090
## Dezman Moses         -0.04275878          -0.439420944  0.5153055536
## Ray Ray Armstrong    -0.32389597           0.280244583 -0.7448082677
## Ronald Powell        -1.16046970          -0.347743391  0.5003555217
## Emmanuel Lamur        0.18343842          -0.025212511 -0.8614602175
## Neiron Ball          -1.23235174           0.603509744  0.0004524533
## Jarvis Jones          0.08726179          -0.165173519  0.6324001288
## Randell Johnson      -0.30586915          -0.572022943  0.6870915318
## Lorenzo Mauldin      -0.46441122          -0.264477966 -0.3033077826
## Erik Walden           0.47994297          -0.150855684  0.5143590947
## Jo-Lonn Dunbar        0.76041166           0.188177461 -0.6710148476
## Justin Durant         0.60432193           0.758746082 -1.2736701786
## Kevin Reddick         0.05305153           0.357660453  0.2852192634
## Vincent Rey           0.39204310           1.005835965 -0.9250085482
## Trevardo Williams    -1.38436877          -0.019753750 -0.6923406631
## Brooks Reed           0.60313072           0.074096925  0.2065532722
## Lorenzo Alexander     1.35259870           0.297331710  1.4544377598
## David Bass           -0.08187866          -1.272718711 -0.0922140495
## Nate Orchard          0.14122403          -1.550431481 -0.1978109482
## Spencer Paysinger     0.83973543           0.388907835 -0.6383570715
## Devon Kennard         0.05699087           0.139737500 -0.0160108668
## Arthur Moats          0.29035923          -0.498086184  0.2582716587
## Akeem Ayers           0.05582090           0.317453168  0.0774619784
## Ahmad Brooks          0.95674370           0.815920121  0.9408055845
## DeAndre Levy          1.18412971           0.952834304 -0.8565228547
## Kyle Van Noy         -0.16795237           0.667019318 -0.3805944723
## Rufus Johnson        -0.48397335          -0.373059888  0.8656690583
## K.J. Wright           0.78048682           1.121585155 -0.3408949899
## Tyler Starr          -1.02312844           0.225810601 -0.4926429923
## Armonty Bryant       -0.59061448          -0.682281217 -0.0668188306
## Khalil Mack          -0.50859261           0.489045902  0.2377999405
## Jason Babin           1.33489130          -0.225974577  0.3320669980
## Andy Mulumba         -0.24364032          -0.518313251 -0.3029442795
## Lerentee McCray      -0.24030698          -0.398017577  0.2703768349
## Dekoda Watson        -0.36272091           0.169833926 -1.4531438527
## Sio Moore            -0.02482283           0.187758270 -0.0141119527
## Adarius Glanton      -0.65760204           0.727314397 -0.2048603253
## John Lotulelei        0.03672895           0.509144896  0.4994696584
## Hau'oli Kikaha       -0.51954738          -0.890510586  0.5391267629
## Za'Darius Smith      -0.19206817          -1.365189235  1.6718030793
## Jackson Jeffcoat     -0.75749073          -0.550150669  0.5653893653
## Aaron Lynch          -0.06864755          -0.598568318  0.3615274416
## Aldon Smith          -0.32287725           0.066618077  0.7551482701
## Cam Johnson          -0.69364307          -0.233935616  1.1858521741
## Shaq Thompson        -0.48734881           0.964564466 -0.8775404746
## Nate Askew           -1.34831907          -0.122288066 -1.2986020804
## Sean Porter          -0.38021479           0.156517543 -0.9325393248
## Tony Steward         -0.43989404           0.131658431 -0.3390677518
## Anthony Hitchens      0.51499291           0.083908113  0.2710023625
## Jonathan Casillas     0.42695178           0.576972642 -1.5056647341
## Bruce Irvin          -0.25756620           0.357036339  0.0609736389
## Gerald Hodges         0.47617199           1.285822504 -0.8749881273
## Thomas Davis          0.74090899           1.257028275 -0.5235545749
## Jelani Jenkins        0.13774170           0.404267259 -0.7782544058
## Telvin Smith         -0.32250151           0.579910187 -1.3348533180
## A.J. Tarpley          0.26529899           0.517905330 -1.0104515609
## Marquis Spruill      -0.77975515          -0.211861419 -0.3221562948
## LaRoy Reynolds       -0.09589011           0.359291495  0.2740925770
## Nigel Bradham         0.01566032           0.986934341 -0.0919298752
## Andrew Hudson        -1.06436076          -0.405882042  0.7976472576
## Bruce Carter          0.04285239           0.169652965 -0.8741854100
## Brandon Hepburn       0.24671796           0.259932673 -0.2139006984
## Kevin Pierre-Louis   -0.83074068           0.336311171 -0.6448896958
## Edmond Robinson      -1.27634587           0.907536710 -0.8613585696
## Brandon Watts        -1.17592375           0.264846822 -0.8879081547
## Korey Toomer         -1.12631330           0.147962652 -0.8334493464
## Jadeveon Clowney     -0.84014938          -0.861263827  0.6889955079
## Jason Williams       -0.26593667           0.195779114 -1.2832837416
## Jonathan Newsome     -0.01610156          -0.525027659  0.2096018109
## Mark Nzeocha         -1.30159941           0.542629012 -0.5623964571
## Kyle Wilber           0.09548065           0.384250755 -1.0333979166
## Khairi Fortt         -0.41936077           0.183061413  0.6102287407
## Eli Harold           -1.35470406          -0.645108820 -0.1444939595
## Sam Montgomery       -0.85944142           0.173328438  0.9773659219
## Larry Dean           -0.05858550           0.072460501 -1.4296144141
## Tourek Williams      -0.23143263          -0.337101379  0.9217551622
## Trevor Reilly        -0.48881408          -0.491298711 -0.1339608881
## Benardrick McKinney  -0.36542252           0.396459984  0.7031631246
## Corey Lemonier       -0.46350850          -0.336597274 -0.6281598988
## Keith Rivers          0.46559396           0.201355594 -0.5280762692
## Darius Fleming       -0.87895304          -0.237258874  0.7953471892
## Josh Kaddu           -0.65372622           0.988383976  0.3603086293
## Bud Dupree           -0.89976035          -0.040815435  0.0754046093
## Kwon Alexander       -1.83531952           0.284274816  0.4654075766
## Sean Lee              1.01319987           1.172220455 -0.5071184200
## Jordan Zumwalt       -0.26009497           0.336084851  0.1825127336
## P.J. Dawson           0.04453097           0.531041236  0.1800089627
## Malcolm Smith         0.35574123           0.196770685 -1.1807303907
## Mike Morgan           0.12613505           0.472481663 -0.7076094926
## Mike Neal             0.51954219          -0.272938060  0.8885802648
## Lamarr Houston        1.15531809          -0.099389863  0.6782399550
## Willie Young          0.65041985          -1.055894603  0.0972457410
## Jordan Tripp         -0.64451354          -0.059431098 -0.2932965153
## Michael Mauti         0.68535384           0.980392701  0.0826949923
## Jayson DiManche      -0.38697717          -0.354443299 -0.9360964807
## Ikemefuna Enemkpali  -0.33352723           0.053258021  1.2372508337
## Parys Haralson        0.74993509           0.024486247 -0.5219498863
## Calvin Pace           1.47381328           0.601131189  0.4625577623
## Marcus Smith         -0.45316225           0.362808068  0.1957402886
## Bryan Braman          0.61642634           0.070477129  0.0427199531
## Marshall McFadden    -0.26863703           0.233356309 -0.4787372439
## Elvis Dumervil        1.09473980          -0.702525301 -0.2148576349
## Scott Solomon         0.09183903          -0.509694966  1.0148286112
## Josh Martin          -0.39952913          -0.334921916  0.3600787427
## Kaelin Burnett       -0.26038865          -0.159691063 -0.8611442767
## Pernell McPhee        0.59548271          -0.622728438  1.1852992254
## Victor Butler         0.35399552          -0.422508455 -0.2513656973
## Kourtnei Brown       -0.60882419          -0.302704508  0.5108383255
## Terrell Suggs         0.80368678          -0.211755044  1.0065766407
## Connor Barwin         0.62783153          -0.622654248  0.2421984237
## Joe Kruger           -0.56913833           0.321125180  0.6270708912
## Chris McCain         -0.09357392          -0.139686808 -1.0368268426
## Shane Ray            -0.71129274          -0.702166988 -0.1551335603
## Melvin Ingram        -0.32960629          -0.869452452  0.0837747603
## Cordarro Law         -0.22793086          -0.362916736  0.0989324898
## Jayrone Elliott      -0.36795720          -0.476408445 -0.4688219931
## Mark Herzlich         1.28609417           1.198583959 -0.1609194857
## Shea McClellin        0.23959335          -0.158372680 -0.7934709804
## Adrian Hubbard       -0.91354032           0.186570033  0.9734343069
## Matt Shaughnessy      1.04739288           0.823740025  0.8509315934
## Justin Houston        0.06780652           0.066982720  0.6199633160
## Nick Perry            0.07970799          -0.456998001  0.2769753913
## Kasim Edebali         0.14723679          -0.406236377  0.3172894971
## A.J. Klein            0.47777230           0.878825767 -0.4095701755
## Cameron Lawrence      0.13154354           0.704225551 -0.1315732376
## Chris Carter          0.14829473          -0.767708148 -0.9296207157
## Von Miller           -0.35192836          -0.189145812  0.0265972332
## DeMarcus Ware         1.01226731          -0.506323968  0.3925524498
## Anthony Spencer       0.73607219          -0.443094174 -0.7118229660
## Davis Tull           -1.05288061          -1.216740398 -0.4913925833
## Jamie Collins         0.11092722           0.753032726 -0.3209236985
## Jonathan Freeny       0.22188496          -0.224722974 -0.0069330009
## Whitney Mercilus      0.18756674           0.068849471  0.2661756818
## Paul Kruger           0.65877107          -0.221633571  0.0545748236
## Courtney Upshaw       0.37669435           0.163636441  0.7860064995
## Julian Stanford      -0.54010133          -0.362225999 -0.9958340253
## Chad Greenway         1.46609805          -0.030943444 -0.4533817845
## Barkevious Mingo     -0.37001045          -0.402113409 -0.4947085827
## Deiontrez Mount      -1.33078310          -0.266658446  0.2458033531
## Junior Galette        0.62283886          -0.422626166 -0.1400804854
## Marquis Flowers      -0.01626272           0.364637400 -0.7197065253
## Alec Ogletree        -0.22918680           0.472498619 -0.9528865829
## Lavonte David         0.68179887           1.478201325 -1.4400704012
## Nate Palmer          -0.48617880          -0.441342866 -0.4912074926
## Dee Ford             -0.60897084          -0.505207744 -0.3154266876
## Quinton Coples        0.20416111          -0.282491076  0.6309338012
## Robert Mathis         1.11471271          -0.801185778 -0.6740836603
## Brandon Graham        0.23153815          -0.330171535  0.7161502680
## LaMarr Woodley        1.16421339           0.065867514  0.6325398504
## Julius Peppers        0.91987687          -0.373504941 -0.3454506459
## Dont'a Hightower      0.28736628           0.968696626  0.5310953364
## Jason Ankrah         -0.59615856          -0.633240443  0.9306959854
## Josh Bynes            0.35995332           0.352150855  0.3806847979
## Chris White           0.41556777           0.824854185  0.4126024965
## Alex Okafor           0.52418459          -0.542939458  0.8582275353
## O'Brien Schofield     0.25958836          -0.239307083 -0.6570212018
## Derrick Morgan        0.41147337           0.081758689  0.5784599733
## Vontaze Burfict       0.59552681           1.225448450  0.7935097549
## J.T. Thomas           0.39074652           0.562744670 -0.9561907104
## Jared Allen           1.85290357          -1.237079686  0.8730408068
## Brian Orakpo          0.24478520          -0.131041126  1.1255512523
## Tamba Hali            1.22462616          -0.234025395  1.0646323248
## Trent Cole            1.02160185          -0.725996488 -0.6807234268
##                      Finesse Pass Rushing        Speed
## Daniel Adongo                0.3564989114  0.811113051
## Dan Skuta                   -0.2200335312 -0.646077992
## Jeremiah Attaochu            0.5800162344  0.663199202
## Bjoern Werner               -0.4578943576 -0.519443998
## Trent Murphy                -0.3860642100 -0.539850983
## Jonathan Massaquoi          -0.4288559248  0.075267702
## Anthony Barr                 0.0047065843  0.928369038
## Shaquille Riddick            1.5726385389  1.151969636
## Cornelius Washington        -0.8204604258  0.761063098
## Markus Golden               -0.0332611917  0.007360945
## James Harrison              -0.8207595662 -1.748623266
## Preston Smith               -0.2112333138 -0.010202747
## Ryan Kerrigan               -0.2560975264 -0.861810982
## John Simon                  -0.2791608251 -0.185877127
## Kyle Emanuel                 0.2281457613  0.167079780
## Anthony Chickillo           -1.4555450121  0.295540866
## Frank Zombo                 -1.3570965448 -0.232049479
## Zach Vigil                   0.0516414616  1.140475852
## Colton Underwood            -0.6654099469  0.700896873
## Dezman Moses                 0.1016736577 -0.134799489
## Ray Ray Armstrong            0.2822782121  0.506181443
## Ronald Powell               -0.0910789919  1.098936560
## Emmanuel Lamur               0.4240255810  0.279208731
## Neiron Ball                 -0.3044257000  0.932815247
## Jarvis Jones                -0.0284042045 -0.526084191
## Randell Johnson             -0.2509886100  0.441789172
## Lorenzo Mauldin              1.3273295523 -0.295132582
## Erik Walden                  0.1531541129 -0.996600494
## Jo-Lonn Dunbar               0.1896795995 -0.467253874
## Justin Durant               -0.0719715650 -0.017426269
## Kevin Reddick               -0.9585211087  0.262589861
## Vincent Rey                 -0.5884753507  0.115604838
## Trevardo Williams            1.5745801750  0.521883009
## Brooks Reed                 -0.7513437216 -0.132437198
## Lorenzo Alexander           -0.4864181451 -2.617950021
## David Bass                   1.6170390523 -0.170227634
## Nate Orchard                 1.6387169494 -0.031698555
## Spencer Paysinger           -0.2838681379 -0.306418058
## Devon Kennard                0.0065285042 -0.187246008
## Arthur Moats                 0.4416130278 -0.492157735
## Akeem Ayers                 -0.1946340796 -0.256101965
## Ahmad Brooks                -2.0791459188 -0.634323487
## DeAndre Levy                -0.9001594266 -0.380281735
## Kyle Van Noy                -0.5404456227  0.421973150
## Rufus Johnson                0.1888063908 -0.197442209
## K.J. Wright                 -0.8324353429 -0.728741641
## Tyler Starr                  1.3507539928 -0.060793166
## Armonty Bryant               1.4628025903 -0.123088066
## Khalil Mack                 -0.5573314307  0.339078203
## Jason Babin                 -0.3934663008 -1.047517418
## Andy Mulumba                 1.2683571049 -0.203459250
## Lerentee McCray              0.2292818279  0.138665890
## Dekoda Watson                0.5379499061  1.108080929
## Sio Moore                   -0.2297493443  0.080925853
## Adarius Glanton             -0.6791584729  0.814306446
## John Lotulelei              -1.1034242992  0.058080795
## Hau'oli Kikaha               1.3305330696 -0.459601871
## Za'Darius Smith             -0.5144024465  0.399856770
## Jackson Jeffcoat             0.0439122139  0.698339822
## Aaron Lynch                  0.2971033709  0.008585055
## Aldon Smith                  0.1731049915 -0.671994091
## Cam Johnson                 -0.5217794699  0.263505979
## Shaq Thompson               -0.1638854292  0.564210250
## Nate Askew                   0.8348922636  1.934316954
## Sean Porter                  1.0375699851  0.118666588
## Tony Steward                -0.4969894888  1.144292850
## Anthony Hitchens            -1.2883694795  0.418466098
## Jonathan Casillas            0.0074552959  0.494285015
## Bruce Irvin                 -0.6381068110  0.477663032
## Gerald Hodges               -0.4490168377 -0.437989527
## Thomas Davis                -0.8247611637 -0.649621524
## Jelani Jenkins               0.0336732580  0.202572193
## Telvin Smith                -0.0348080234  1.112252669
## A.J. Tarpley                -0.7593459851  0.986593230
## Marquis Spruill              0.7435910571  0.570181809
## LaRoy Reynolds              -1.2717706626  0.734276705
## Nigel Bradham               -0.9941585269  0.083493746
## Andrew Hudson                0.5480274524  0.124568091
## Bruce Carter                 0.2850902642  0.376589790
## Brandon Hepburn             -0.9843465270  0.691596594
## Kevin Pierre-Louis          -0.3937536898  1.533072896
## Edmond Robinson              0.0434149448  1.186752784
## Brandon Watts               -0.5000185201  2.299003602
## Korey Toomer                 0.5316336178  1.280166378
## Jadeveon Clowney             0.3043917992  0.708025898
## Jason Williams               0.2541753126  1.099265985
## Jonathan Newsome             0.4796621556 -0.148134750
## Mark Nzeocha                 0.1953533622  1.126013495
## Kyle Wilber                  0.7523539434 -0.198687431
## Khairi Fortt                -1.2473145516  0.873385172
## Eli Harold                   1.1961820530  0.948124786
## Sam Montgomery              -0.0729497931 -0.218303145
## Larry Dean                  -0.0557331655  1.471472582
## Tourek Williams              0.4381487869 -0.791369942
## Trevor Reilly                1.0802062732  0.033867406
## Benardrick McKinney         -1.3479558803  0.613755288
## Corey Lemonier               1.1948754693  0.233390204
## Keith Rivers                -0.3897607297  0.250887445
## Darius Fleming               0.1304046956  0.190460027
## Josh Kaddu                  -1.3601516170  0.665185230
## Bud Dupree                  -0.0156089700  0.880780149
## Kwon Alexander              -0.3091391939  1.394776324
## Sean Lee                    -1.2922620661 -0.386039843
## Jordan Zumwalt              -0.7318258415  0.473323229
## P.J. Dawson                 -1.4889620722  0.733380901
## Malcolm Smith               -0.1158563053  0.744074785
## Mike Morgan                 -0.8318012741  0.940794056
## Mike Neal                    0.0007654866 -1.135949878
## Lamarr Houston              -0.5519624058 -1.182205779
## Willie Young                 1.4390294907 -1.130800483
## Jordan Tripp                -0.0511079789  1.048349136
## Michael Mauti               -1.4546896287 -0.293751901
## Jayson DiManche              0.7038850937  0.973631857
## Ikemefuna Enemkpali          0.3458250944 -1.302806715
## Parys Haralson               1.0963324572 -1.348803904
## Calvin Pace                 -1.2465026034 -1.290999631
## Marcus Smith                -0.4713444223  0.365958319
## Bryan Braman                -0.3707375307 -0.358885896
## Marshall McFadden            1.0139217069 -0.499903740
## Elvis Dumervil               1.5828932029 -1.760250069
## Scott Solomon                0.1549428713 -0.751915551
## Josh Martin                 -0.0876330515  0.462005353
## Kaelin Burnett               0.5865304062  0.694693587
## Pernell McPhee               0.4655609821 -1.623614483
## Victor Butler                0.9734908055 -0.653612171
## Kourtnei Brown               0.1321389783  0.268551396
## Terrell Suggs                0.0331380376 -1.631646414
## Connor Barwin                0.1369532859 -0.384328987
## Joe Kruger                   0.1737366677 -0.552794409
## Chris McCain                 1.0363899002  0.233697671
## Shane Ray                    1.2998972887  0.268695996
## Melvin Ingram                1.2882013470 -0.172917366
## Cordarro Law                 1.7002070111 -1.208291901
## Jayrone Elliott              1.2155250719  0.097662568
## Mark Herzlich               -1.3545438287 -0.969214811
## Shea McClellin               0.7826819115 -0.070431597
## Adrian Hubbard              -0.8815635164  0.635099494
## Matt Shaughnessy            -1.3688739874 -1.353190510
## Justin Houston               0.1704792106 -0.925231765
## Nick Perry                  -0.2846045554  0.384919173
## Kasim Edebali               -0.1847227197  0.126432811
## A.J. Klein                  -1.2036549061  0.256627017
## Cameron Lawrence            -1.0150366148  0.310840764
## Chris Carter                 1.2328029359  0.316231195
## Von Miller                   0.7637797248 -0.249302791
## DeMarcus Ware               -0.4770689574 -0.421426839
## Anthony Spencer              0.9881840700 -0.569339124
## Davis Tull                   1.2998518729  1.461161723
## Jamie Collins               -0.2352880298 -0.307748217
## Jonathan Freeny              0.0168127542 -0.007041735
## Whitney Mercilus            -0.4222668747 -0.100325022
## Paul Kruger                  1.0524932926 -1.544205615
## Courtney Upshaw             -0.5485673154 -0.777769977
## Julian Stanford              0.3685742522  1.529587104
## Chad Greenway               -0.5598088261 -0.421963993
## Barkevious Mingo             1.0169991539  0.249833288
## Deiontrez Mount              0.1206412188  1.230996971
## Junior Galette               1.3873187522 -1.447450960
## Marquis Flowers             -1.3564085856  1.727740435
## Alec Ogletree                0.4504871485  0.259087612
## Lavonte David               -0.8236197784  0.103689980
## Nate Palmer                  1.1427590918  0.275970066
## Dee Ford                     1.0981701615  0.331435113
## Quinton Coples              -0.1748016361 -0.377802199
## Robert Mathis                1.3882232995 -1.027666568
## Brandon Graham               0.4527717600 -1.070288638
## LaMarr Woodley              -1.0423325466 -0.820288207
## Julius Peppers               1.1412135725 -1.342134854
## Dont'a Hightower            -1.1271411354 -0.660017109
## Jason Ankrah                 0.1888280482  0.109874966
## Josh Bynes                  -0.3295884359 -0.763200539
## Chris White                 -1.6320291827 -0.020995273
## Alex Okafor                  0.1582213295 -0.997693993
## O'Brien Schofield            1.0871538672 -0.450413940
## Derrick Morgan               0.0799083229 -1.151600360
## Vontaze Burfict             -1.2759461607 -1.338538854
## J.T. Thomas                 -0.3979297697  0.400629291
## Jared Allen                 -0.5095812904 -0.979283404
## Brian Orakpo                -0.7470820313 -0.492213291
## Tamba Hali                  -0.6856995931 -1.369533498
## Trent Cole                   1.3925962684 -1.007478208
## K-means clustering with 5 clusters of sizes 61, 41, 35, 17, 27
## 
## Cluster means:
##   Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1        -0.09573656            -0.35448726              0.4502238
## 2        -0.19893788             0.40611431             -0.2071764
## 3         0.61055747             0.05230206             -0.6628595
## 4         1.21855841            -0.78281479             -0.4357436
## 5        -1.04031931             0.60927093              0.4310484
## 
## Clustering vector:
##        Daniel Adongo            Dan Skuta    Jeremiah Attaochu 
##                    1                    2                    1 
##        Bjoern Werner         Trent Murphy   Jonathan Massaquoi 
##                    2                    5                    2 
##         Anthony Barr    Shaquille Riddick Cornelius Washington 
##                    1                    1                    1 
##        Markus Golden       James Harrison        Preston Smith 
##                    1                    5                    1 
##        Ryan Kerrigan           John Simon         Kyle Emanuel 
##                    5                    1                    1 
##    Anthony Chickillo          Frank Zombo           Zach Vigil 
##                    2                    3                    4 
##     Colton Underwood         Dezman Moses    Ray Ray Armstrong 
##                    2                    1                    3 
##        Ronald Powell       Emmanuel Lamur          Neiron Ball 
##                    1                    3                    4 
##         Jarvis Jones      Randell Johnson      Lorenzo Mauldin 
##                    1                    1                    1 
##          Erik Walden       Jo-Lonn Dunbar        Justin Durant 
##                    5                    2                    3 
##        Kevin Reddick          Vincent Rey    Trevardo Williams 
##                    3                    3                    1 
##          Brooks Reed    Lorenzo Alexander           David Bass 
##                    2                    5                    1 
##         Nate Orchard    Spencer Paysinger        Devon Kennard 
##                    1                    2                    2 
##         Arthur Moats          Akeem Ayers         Ahmad Brooks 
##                    5                    2                    2 
##         DeAndre Levy         Kyle Van Noy        Rufus Johnson 
##                    2                    3                    1 
##          K.J. Wright          Tyler Starr       Armonty Bryant 
##                    2                    1                    1 
##          Khalil Mack          Jason Babin         Andy Mulumba 
##                    1                    5                    1 
##      Lerentee McCray        Dekoda Watson            Sio Moore 
##                    1                    4                    2 
##      Adarius Glanton       John Lotulelei       Hau'oli Kikaha 
##                    4                    2                    1 
##      Za'Darius Smith     Jackson Jeffcoat          Aaron Lynch 
##                    5                    1                    1 
##          Aldon Smith          Cam Johnson        Shaq Thompson 
##                    1                    1                    3 
##           Nate Askew          Sean Porter         Tony Steward 
##                    4                    3                    3 
##     Anthony Hitchens    Jonathan Casillas          Bruce Irvin 
##                    2                    3                    2 
##        Gerald Hodges         Thomas Davis       Jelani Jenkins 
##                    3                    3                    3 
##         Telvin Smith         A.J. Tarpley      Marquis Spruill 
##                    3                    3                    1 
##       LaRoy Reynolds        Nigel Bradham        Andrew Hudson 
##                    3                    3                    1 
##         Bruce Carter      Brandon Hepburn   Kevin Pierre-Louis 
##                    3                    2                    4 
##      Edmond Robinson        Brandon Watts         Korey Toomer 
##                    4                    4                    4 
##     Jadeveon Clowney       Jason Williams     Jonathan Newsome 
##                    1                    4                    1 
##         Mark Nzeocha          Kyle Wilber         Khairi Fortt 
##                    4                    3                    4 
##           Eli Harold       Sam Montgomery           Larry Dean 
##                    1                    1                    3 
##      Tourek Williams        Trevor Reilly  Benardrick McKinney 
##                    1                    1                    2 
##       Corey Lemonier         Keith Rivers       Darius Fleming 
##                    1                    2                    1 
##           Josh Kaddu           Bud Dupree       Kwon Alexander 
##                    4                    1                    4 
##             Sean Lee       Jordan Zumwalt          P.J. Dawson 
##                    3                    3                    3 
##        Malcolm Smith          Mike Morgan            Mike Neal 
##                    3                    3                    5 
##       Lamarr Houston         Willie Young         Jordan Tripp 
##                    5                    5                    4 
##        Michael Mauti      Jayson DiManche  Ikemefuna Enemkpali 
##                    2                    3                    1 
##       Parys Haralson          Calvin Pace         Marcus Smith 
##                    2                    2                    1 
##         Bryan Braman    Marshall McFadden       Elvis Dumervil 
##                    2                    1                    5 
##        Scott Solomon          Josh Martin       Kaelin Burnett 
##                    1                    1                    3 
##       Pernell McPhee        Victor Butler       Kourtnei Brown 
##                    5                    2                    1 
##        Terrell Suggs        Connor Barwin           Joe Kruger 
##                    5                    2                    1 
##         Chris McCain            Shane Ray        Melvin Ingram 
##                    3                    1                    1 
##         Cordarro Law      Jayrone Elliott        Mark Herzlich 
##                    1                    1                    2 
##       Shea McClellin       Adrian Hubbard     Matt Shaughnessy 
##                    2                    4                    5 
##       Justin Houston           Nick Perry        Kasim Edebali 
##                    5                    1                    1 
##           A.J. Klein     Cameron Lawrence         Chris Carter 
##                    3                    3                    2 
##           Von Miller        DeMarcus Ware      Anthony Spencer 
##                    1                    2                    2 
##           Davis Tull        Jamie Collins      Jonathan Freeny 
##                    1                    2                    2 
##     Whitney Mercilus          Paul Kruger      Courtney Upshaw 
##                    2                    5                    5 
##      Julian Stanford        Chad Greenway     Barkevious Mingo 
##                    3                    2                    1 
##      Deiontrez Mount       Junior Galette      Marquis Flowers 
##                    1                    5                    4 
##        Alec Ogletree        Lavonte David          Nate Palmer 
##                    3                    3                    1 
##             Dee Ford       Quinton Coples        Robert Mathis 
##                    1                    5                    5 
##       Brandon Graham       LaMarr Woodley       Julius Peppers 
##                    5                    2                    5 
##     Dont'a Hightower         Jason Ankrah           Josh Bynes 
##                    2                    1                    2 
##          Chris White          Alex Okafor    O'Brien Schofield 
##                    2                    1                    2 
##       Derrick Morgan      Vontaze Burfict          J.T. Thomas 
##                    1                    2                    3 
##          Jared Allen         Brian Orakpo           Tamba Hali 
##                    5                    5                    5 
##           Trent Cole 
##                    5 
## 
## Within cluster sum of squares by cluster:
## [1] 14.853942  9.103785  8.931112  4.826079  6.695123
##  (between_SS / total_SS =  76.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 51, 36, 32, 33, 29
## 
## Cluster means:
##    Awareness Tackling And Coverage      Power Finesse Pass Rushing
## 1 -0.4388108           -0.09636174  0.4715131           -0.3147398
## 2  0.6251098           -0.02427656  0.7209243           -0.3561443
## 3  0.5098411            0.68048651 -0.5210988           -0.7670824
## 4 -0.6325655           -0.03035344 -0.7739336            0.5816667
## 5  0.1529360           -0.51674139 -0.2684645            1.1801572
##         Speed
## 1  0.37839929
## 2 -0.96561332
## 3  0.09785363
## 4  0.85518587
## 5 -0.54788738
## 
## Clustering vector:
##        Daniel Adongo            Dan Skuta    Jeremiah Attaochu 
##                    1                    2                    4 
##        Bjoern Werner         Trent Murphy   Jonathan Massaquoi 
##                    2                    2                    1 
##         Anthony Barr    Shaquille Riddick Cornelius Washington 
##                    1                    4                    1 
##        Markus Golden       James Harrison        Preston Smith 
##                    1                    2                    1 
##        Ryan Kerrigan           John Simon         Kyle Emanuel 
##                    2                    1                    1 
##    Anthony Chickillo          Frank Zombo           Zach Vigil 
##                    1                    3                    4 
##     Colton Underwood         Dezman Moses    Ray Ray Armstrong 
##                    1                    1                    4 
##        Ronald Powell       Emmanuel Lamur          Neiron Ball 
##                    1                    4                    1 
##         Jarvis Jones      Randell Johnson      Lorenzo Mauldin 
##                    2                    1                    5 
##          Erik Walden       Jo-Lonn Dunbar        Justin Durant 
##                    2                    3                    3 
##        Kevin Reddick          Vincent Rey    Trevardo Williams 
##                    1                    3                    4 
##          Brooks Reed    Lorenzo Alexander           David Bass 
##                    3                    2                    5 
##         Nate Orchard    Spencer Paysinger        Devon Kennard 
##                    5                    3                    1 
##         Arthur Moats          Akeem Ayers         Ahmad Brooks 
##                    5                    1                    2 
##         DeAndre Levy         Kyle Van Noy        Rufus Johnson 
##                    3                    3                    1 
##          K.J. Wright          Tyler Starr       Armonty Bryant 
##                    3                    4                    5 
##          Khalil Mack          Jason Babin         Andy Mulumba 
##                    1                    2                    5 
##      Lerentee McCray        Dekoda Watson            Sio Moore 
##                    1                    4                    1 
##      Adarius Glanton       John Lotulelei       Hau'oli Kikaha 
##                    1                    1                    5 
##      Za'Darius Smith     Jackson Jeffcoat          Aaron Lynch 
##                    1                    1                    1 
##          Aldon Smith          Cam Johnson        Shaq Thompson 
##                    2                    1                    4 
##           Nate Askew          Sean Porter         Tony Steward 
##                    4                    4                    1 
##     Anthony Hitchens    Jonathan Casillas          Bruce Irvin 
##                    3                    3                    1 
##        Gerald Hodges         Thomas Davis       Jelani Jenkins 
##                    3                    3                    3 
##         Telvin Smith         A.J. Tarpley      Marquis Spruill 
##                    4                    3                    4 
##       LaRoy Reynolds        Nigel Bradham        Andrew Hudson 
##                    1                    3                    1 
##         Bruce Carter      Brandon Hepburn   Kevin Pierre-Louis 
##                    4                    3                    4 
##      Edmond Robinson        Brandon Watts         Korey Toomer 
##                    4                    4                    4 
##     Jadeveon Clowney       Jason Williams     Jonathan Newsome 
##                    1                    4                    5 
##         Mark Nzeocha          Kyle Wilber         Khairi Fortt 
##                    4                    5                    1 
##           Eli Harold       Sam Montgomery           Larry Dean 
##                    4                    1                    4 
##      Tourek Williams        Trevor Reilly  Benardrick McKinney 
##                    2                    5                    1 
##       Corey Lemonier         Keith Rivers       Darius Fleming 
##                    4                    3                    1 
##           Josh Kaddu           Bud Dupree       Kwon Alexander 
##                    1                    1                    1 
##             Sean Lee       Jordan Zumwalt          P.J. Dawson 
##                    3                    1                    3 
##        Malcolm Smith          Mike Morgan            Mike Neal 
##                    3                    3                    2 
##       Lamarr Houston         Willie Young         Jordan Tripp 
##                    2                    5                    4 
##        Michael Mauti      Jayson DiManche  Ikemefuna Enemkpali 
##                    3                    4                    2 
##       Parys Haralson          Calvin Pace         Marcus Smith 
##                    5                    2                    1 
##         Bryan Braman    Marshall McFadden       Elvis Dumervil 
##                    2                    5                    5 
##        Scott Solomon          Josh Martin       Kaelin Burnett 
##                    2                    1                    4 
##       Pernell McPhee        Victor Butler       Kourtnei Brown 
##                    2                    5                    1 
##        Terrell Suggs        Connor Barwin           Joe Kruger 
##                    2                    2                    1 
##         Chris McCain            Shane Ray        Melvin Ingram 
##                    4                    5                    5 
##         Cordarro Law      Jayrone Elliott        Mark Herzlich 
##                    5                    5                    3 
##       Shea McClellin       Adrian Hubbard     Matt Shaughnessy 
##                    5                    1                    2 
##       Justin Houston           Nick Perry        Kasim Edebali 
##                    2                    1                    1 
##           A.J. Klein     Cameron Lawrence         Chris Carter 
##                    3                    3                    5 
##           Von Miller        DeMarcus Ware      Anthony Spencer 
##                    5                    2                    5 
##           Davis Tull        Jamie Collins      Jonathan Freeny 
##                    4                    3                    1 
##     Whitney Mercilus          Paul Kruger      Courtney Upshaw 
##                    1                    5                    2 
##      Julian Stanford        Chad Greenway     Barkevious Mingo 
##                    4                    3                    4 
##      Deiontrez Mount       Junior Galette      Marquis Flowers 
##                    1                    5                    3 
##        Alec Ogletree        Lavonte David          Nate Palmer 
##                    4                    3                    4 
##             Dee Ford       Quinton Coples        Robert Mathis 
##                    4                    2                    5 
##       Brandon Graham       LaMarr Woodley       Julius Peppers 
##                    2                    2                    5 
##     Dont'a Hightower         Jason Ankrah           Josh Bynes 
##                    2                    1                    2 
##          Chris White          Alex Okafor    O'Brien Schofield 
##                    3                    2                    5 
##       Derrick Morgan      Vontaze Burfict          J.T. Thomas 
##                    2                    2                    3 
##          Jared Allen         Brian Orakpo           Tamba Hali 
##                    2                    2                    2 
##           Trent Cole 
##                    5 
## 
## Within cluster sum of squares by cluster:
## [1] 52.64461 41.74029 35.29816 39.07804 29.58221
##  (between_SS / total_SS =  58.9 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OLBClusterReducedReg[, 1] ~ OLBClusterReducedReg[, 
##     2] + OLBClusterReducedReg[, 3] + OLBClusterReducedReg[, 4], 
##     data = OLBClusterReducedReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.12175 -0.03548 -0.00075  0.03389  0.14923 
## 
## Coefficients:
##                             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)               -5.801e-16  3.774e-03    0.00        1    
## OLBClusterReducedReg[, 2]  3.004e-01  5.470e-03   54.93   <2e-16 ***
## OLBClusterReducedReg[, 3]  8.560e-01  4.992e-03  171.48   <2e-16 ***
## OLBClusterReducedReg[, 4]  5.566e-01  7.132e-03   78.04   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05077 on 177 degrees of freedom
## Multiple R-squared:  0.9975, Adjusted R-squared:  0.9974 
## F-statistic: 2.334e+04 on 3 and 177 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OLBClusterFullReg[, 1] ~ OLBClusterFullReg[, 2] + 
##     OLBClusterFullReg[, 3] + OLBClusterFullReg[, 4] + OLBClusterFullReg[, 
##     5] + OLBClusterFullReg[, 6], data = OLBClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.108637 -0.036030  0.000321  0.030450  0.133518 
## 
## Coefficients:
##                          Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            -3.542e-16  3.737e-03    0.00        1    
## OLBClusterFullReg[, 2]  6.523e-01  6.049e-03  107.84   <2e-16 ***
## OLBClusterFullReg[, 3]  3.599e-01  6.926e-03   51.96   <2e-16 ***
## OLBClusterFullReg[, 4]  3.900e-01  5.440e-03   71.69   <2e-16 ***
## OLBClusterFullReg[, 5]  1.742e-01  4.085e-03   42.65   <2e-16 ***
## OLBClusterFullReg[, 6]  1.468e-01  5.834e-03   25.16   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05028 on 175 degrees of freedom
## Multiple R-squared:  0.9976, Adjusted R-squared:  0.9975 
## F-statistic: 1.429e+04 on 5 and 175 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OLBClusterReducedReg[, 1] ~ OLBClusterReducedReg[, 
##     2] + OLBClusterReducedReg[, 3] + OLBClusterReducedReg[, 4], 
##     data = OLBClusterReducedReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.12175 -0.03548 -0.00075  0.03389  0.14923 
## 
## Coefficients:
##                             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)               -5.801e-16  3.774e-03    0.00        1    
## OLBClusterReducedReg[, 2]  3.004e-01  5.470e-03   54.93   <2e-16 ***
## OLBClusterReducedReg[, 3]  8.560e-01  4.992e-03  171.48   <2e-16 ***
## OLBClusterReducedReg[, 4]  5.566e-01  7.132e-03   78.04   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05077 on 177 degrees of freedom
## Multiple R-squared:  0.9975, Adjusted R-squared:  0.9974 
## F-statistic: 2.334e+04 on 3 and 177 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OLBClusterFullReg[, 1] ~ OLBClusterFullReg[, 2] + 
##     OLBClusterFullReg[, 3] + OLBClusterFullReg[, 4] + OLBClusterFullReg[, 
##     5] + OLBClusterFullReg[, 6], data = OLBClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.108637 -0.036030  0.000321  0.030450  0.133518 
## 
## Coefficients:
##                          Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            -3.542e-16  3.737e-03    0.00        1    
## OLBClusterFullReg[, 2]  6.523e-01  6.049e-03  107.84   <2e-16 ***
## OLBClusterFullReg[, 3]  3.599e-01  6.926e-03   51.96   <2e-16 ***
## OLBClusterFullReg[, 4]  3.900e-01  5.440e-03   71.69   <2e-16 ***
## OLBClusterFullReg[, 5]  1.742e-01  4.085e-03   42.65   <2e-16 ***
## OLBClusterFullReg[, 6]  1.468e-01  5.834e-03   25.16   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05028 on 175 degrees of freedom
## Multiple R-squared:  0.9976, Adjusted R-squared:  0.9975 
## F-statistic: 1.429e+04 on 5 and 175 DF,  p-value: < 2.2e-16
##    Awareness Tackling And Coverage      Power Finesse Pass Rushing
## 1 -0.4388108           -0.09636174  0.4715131           -0.3147398
## 2  0.6251098           -0.02427656  0.7209243           -0.3561443
## 3  0.5098411            0.68048651 -0.5210988           -0.7670824
## 4 -0.6325655           -0.03035344 -0.7739336            0.5816667
## 5  0.1529360           -0.51674139 -0.2684645            1.1801572
##         Speed
## 1  0.37839929
## 2 -0.96561332
## 3  0.09785363
## 4  0.85518587
## 5 -0.54788738
##                      Balanced OLB Quick Hitter Coverage Tackling OLB
## Daniel Adongo            18.88537     14.73510              14.49978
## Dan Skuta                60.89624     65.37706              63.96481
## Jeremiah Attaochu        53.24590     49.17624              49.25167
## Bjoern Werner            44.85344     48.98249              45.77386
## Trent Murphy             54.45716     57.67254              55.22759
## Jonathan Massaquoi       45.36299     46.62397              46.26004
## Anthony Barr             80.39490     76.68120              78.52010
## Shaquille Riddick        29.15030     22.03549              22.82206
## Cornelius Washington     44.16954     39.65726              37.28282
## Markus Golden            28.41516     27.48333              26.01354
## James Harrison           61.57785     72.93888              65.35018
## Preston Smith            42.56168     41.67564              37.90123
## Ryan Kerrigan            82.86542     86.20048              82.57350
## John Simon               45.09341     45.64937              44.54291
## Kyle Emanuel             27.99004     26.14284              22.05779
## Anthony Chickillo        27.40173     27.53272              26.48849
## Frank Zombo              41.71658     45.53928              48.91961
## Zach Vigil               27.03076     21.65309              28.20357
## Colton Underwood         35.37277     34.13881              33.58534
## Dezman Moses             33.19473     33.74075              30.76826
## Ray Ray Armstrong        34.88497     31.76777              35.98289
## Ronald Powell            34.11546     27.37858              28.33092
## Emmanuel Lamur           49.85110     48.76160              52.17183
## Neiron Ball              29.26902     23.28352              27.05065
## Jarvis Jones             39.28835     41.87579              37.80014
## Randell Johnson          40.26346     38.02567              36.09247
## Lorenzo Mauldin          35.43609     34.71531              33.21091
## Erik Walden              59.42818     64.78591              59.58738
## Jo-Lonn Dunbar           48.85228     52.66030              53.69583
## Justin Durant            70.45961     71.62887              76.57497
## Kevin Reddick            37.06455     36.63591              38.07748
## Vincent Rey              56.48789     56.99793              63.15566
## Trevardo Williams        34.65504     28.37010              30.71938
## Brooks Reed              62.98117     65.48738              65.16859
## Lorenzo Alexander        41.90855     57.21048              44.94351
## David Bass               28.47411     28.34395              24.58763
## Nate Orchard             33.76708     33.67511              29.70055
## Spencer Paysinger        48.93999     52.51148              54.81411
## Devon Kennard            62.66244     63.53087              63.31671
## Arthur Moats             65.54092     68.09796              64.42220
## Akeem Ayers              64.64667     65.85240              65.68640
## Ahmad Brooks             58.64954     64.88473              63.37390
## DeAndre Levy             83.69859     86.60661              88.96281
## Kyle Van Noy             47.25597     45.08653              49.75717
## Rufus Johnson            32.66717     32.35421              28.32475
## K.J. Wright              72.02281     76.40413              78.01327
## Tyler Starr              29.74683     26.80164              27.56038
## Armonty Bryant           30.22940     28.67756              26.18712
## Khalil Mack              89.10820     87.84458              88.78750
## Jason Babin              54.16796     62.45644              57.86531
## Andy Mulumba             35.03842     34.60453              32.86533
## Lerentee McCray          39.58153     38.38594              36.86839
## Dekoda Watson            55.12771     48.78492              57.22156
## Sio Moore                65.37821     65.07460              65.94629
## Adarius Glanton          32.39420     27.93890              32.86210
## John Lotulelei           33.97093     34.39881              34.96221
## Hau'oli Kikaha           33.85888     33.92892              28.17663
## Za'Darius Smith          22.65113     21.67238              16.77129
## Jackson Jeffcoat         30.25845     26.14648              25.35162
## Aaron Lynch              63.97146     63.79218              61.07427
## Aldon Smith              82.53384     83.80177              80.73541
## Cam Johnson              32.42309     30.24091              27.43589
## Shaq Thompson            46.10715     42.10825              49.28377
## Nate Askew               27.51632     18.01005              25.08995
## Sean Porter              42.61210     40.30510              43.30671
## Tony Steward             31.37913     26.32773              31.08727
## Anthony Hitchens         51.81723     52.21722              53.89905
## Jonathan Casillas        53.15441     51.79773              59.75514
## Bruce Irvin              76.69601     74.77308              76.89550
## Gerald Hodges            61.36603     64.19145              68.71487
## Thomas Davis             81.58416     84.67313              86.55563
## Jelani Jenkins           63.05643     62.34856              66.29205
## Telvin Smith             66.00256     60.33272              69.17742
## A.J. Tarpley             26.85619     24.15252              31.23455
## Marquis Spruill          41.60564     36.77274              38.51998
## LaRoy Reynolds           49.37752     46.67944              50.02278
## Nigel Bradham            73.25302     73.26484              76.25492
## Andrew Hudson            16.75504     14.63041              12.60961
## Bruce Carter             61.90048     60.11206              64.25330
## Brandon Hepburn          40.38199     38.63348              42.89845
## Kevin Pierre-Louis       47.91115     39.23329              47.38302
## Edmond Robinson          23.61757     17.26513              23.55239
## Brandon Watts            30.93052     20.50377              29.62269
## Korey Toomer             31.82734     24.20194              29.91388
## Jadeveon Clowney         68.21997     63.45336              61.24573
## Jason Williams           37.69956     32.26257              39.90998
## Jonathan Newsome         53.05123     53.52264              50.69926
## Mark Nzeocha             21.73910     15.86484              20.26543
## Kyle Wilber              55.94388     56.33536              59.42125
## Khairi Fortt             41.46668     37.51511              39.64900
## Eli Harold               41.17844     33.28064              34.25902
## Sam Montgomery           33.06716     31.94480              28.84784
## Larry Dean               31.08039     25.40931              33.89407
## Tourek Williams          39.70510     42.38071              35.80659
## Trevor Reilly            42.30560     40.33072              38.90006
## Benardrick McKinney      49.65032     46.84185              48.49699
## Corey Lemonier           46.30694     43.33178              44.42969
## Keith Rivers             55.62873     55.91220              59.24165
## Darius Fleming           39.98019     37.00869              34.45219
## Josh Kaddu               29.48471     26.10877              29.81866
## Bud Dupree               53.98271     47.78298              50.30803
## Kwon Alexander           34.69542     25.31762              28.53929
## Sean Lee                 76.85733     80.36896              83.20950
## Jordan Zumwalt           30.24704     28.21462              30.20826
## P.J. Dawson              45.30533     43.08539              47.29889
## Malcolm Smith            55.30867     52.91816              59.78607
## Mike Morgan              49.07116     45.64148              52.87525
## Mike Neal                50.17829     56.66193              49.34943
## Lamarr Houston           51.26787     59.86513              54.03596
## Willie Young             41.40720     47.39733              39.82270
## Jordan Tripp             35.27349     29.63147              33.45923
## Michael Mauti            24.54571     27.61235              29.55253
## Jayson DiManche          45.84981     40.21569              45.03963
## Ikemefuna Enemkpali      31.66485     35.94526              28.27922
## Parys Haralson           55.11110     62.03083              58.69564
## Calvin Pace              47.60690     57.79428              54.51437
## Marcus Smith             44.91638     42.36377              44.11390
## Bryan Braman             40.22047     43.58317              42.75123
## Marshall McFadden        26.67813     27.23392              27.00703
## Elvis Dumervil           74.81263     81.93536              76.22392
## Scott Solomon            36.03175     39.54237              32.78270
## Josh Martin              39.14320     36.40141              35.98847
## Kaelin Burnett           44.85136     40.77166              45.01109
## Pernell McPhee           76.50407     82.64222              74.56548
## Victor Butler            52.58592     55.82421              52.77130
## Kourtnei Brown           24.83766     22.71972              21.47156
## Terrell Suggs            84.60313     89.53171              84.70436
## Connor Barwin            77.11070     79.66503              76.97154
## Joe Kruger               32.93165     33.60785              30.65698
## Chris McCain             42.99354     41.01826              44.05106
## Shane Ray                48.94294     45.23318              43.91948
## Melvin Ingram            64.43401     63.78467              60.00586
## Cordarro Law             26.40890     29.49479              24.13523
## Jayrone Elliott          39.48919     37.47004              37.26309
## Mark Herzlich            40.13765     48.19029              49.53078
## Shea McClellin           58.68923     59.07587              60.47027
## Adrian Hubbard           32.92235     28.88129              28.82919
## Matt Shaughnessy         52.71327     61.95527              57.88494
## Justin Houston           92.89545     94.20198              92.57227
## Nick Perry               64.94089     63.90848              63.39835
## Kasim Edebali            31.85317     31.96396              30.65092
## A.J. Klein               46.84219     47.47117              52.75049
## Cameron Lawrence         38.66010     38.11493              41.94240
## Chris Carter             42.07474     40.46216              41.76732
## Von Miller               94.58321     94.50197              93.93138
## DeMarcus Ware            66.15669     70.65513              67.55056
## Anthony Spencer          51.80069     55.63974              54.34470
## Davis Tull               33.29480     24.98305              26.98203
## Jamie Collins            84.00659     84.91748              86.09752
## Jonathan Freeny          42.47594     43.14579              42.60556
## Whitney Mercilus         64.79294     65.92326              65.25972
## Paul Kruger              76.19638     81.85577              77.18081
## Courtney Upshaw          62.41871     66.87619              62.83557
## Julian Stanford          52.39023     44.07236              51.22352
## Chad Greenway            55.92668     61.84878              62.35832
## Barkevious Mingo         73.14618     70.89319              71.49338
## Deiontrez Mount          25.37608     18.79688              20.49163
## Junior Galette           80.14052     84.76629              80.70161
## Marquis Flowers          33.72585     27.68716              36.64765
## Alec Ogletree            70.24072     68.22697              72.40364
## Lavonte David            84.06612     84.84112              89.70403
## Nate Palmer              35.55889     32.64890              33.17476
## Dee Ford                 57.35937     53.72900              53.77993
## Quinton Coples           62.20514     64.52622              60.83656
## Robert Mathis            74.75756     79.82134              76.80610
## Brandon Graham           75.06781     78.98884              73.54305
## LaMarr Woodley           48.17486     55.56864              51.78249
## Julius Peppers           75.53431     81.13007              77.54915
## Dont'a Hightower         86.07396     88.24613              87.88717
## Jason Ankrah             29.30785     27.69350              24.09135
## Josh Bynes               48.99144     53.42048              50.76367
## Chris White              33.74242     35.64883              37.36734
## Alex Okafor              43.29421     49.16464              41.66357
## O'Brien Schofield        49.83135     51.77584              51.07915
## Derrick Morgan           77.12554     81.48395              77.52757
## Vontaze Burfict          70.21488     76.73626              74.31273
## J.T. Thomas              51.40030     50.68208              56.83961
## Jared Allen              51.29757     61.17188              52.65083
## Brian Orakpo             78.40394     80.84985              77.16707
## Tamba Hali               78.69715     85.16208              79.99960
## Trent Cole               65.62406     71.27688              67.91507
##                      Speed Rushing OLB Finesse Rushing OLB
## Daniel Adongo                 19.41235            16.65081
## Dan Skuta                     59.19778            62.80773
## Jeremiah Attaochu             55.96450            54.18867
## Bjoern Werner                 40.84400            44.46410
## Trent Murphy                  50.94670            53.54531
## Jonathan Massaquoi            43.55412            44.26323
## Anthony Barr                  81.57346            78.48149
## Shaquille Riddick             35.99882            32.15359
## Cornelius Washington          38.43582            35.01581
## Markus Golden                 26.95525            26.66979
## James Harrison                52.66619            63.87855
## Preston Smith                 38.61607            39.01056
## Ryan Kerrigan                 79.34001            83.44546
## John Simon                    42.83808            43.03293
## Kyle Emanuel                  25.54573            26.20828
## Anthony Chickillo             21.56524            20.48441
## Frank Zombo                   38.39130            37.80245
## Zach Vigil                    32.07493            25.09627
## Colton Underwood              32.71203            31.73838
## Dezman Moses                  31.51853            33.29565
## Ray Ray Armstrong             39.03599            35.31077
## Ronald Powell                 33.95761            28.44318
## Emmanuel Lamur                54.43124            53.15567
## Neiron Ball                   30.24043            23.52865
## Jarvis Jones                  36.28550            39.59170
## Randell Johnson               37.73653            36.70550
## Lorenzo Mauldin               39.79523            41.65944
## Erik Walden                   56.47346            62.69698
## Jo-Lonn Dunbar                50.89625            53.69262
## Justin Durant                 74.08288            72.86018
## Kevin Reddick                 33.97907            31.78042
## Vincent Rey                   58.40005            55.29618
## Trevardo Williams             42.56612            38.45738
## Brooks Reed                   59.82053            60.91270
## Lorenzo Alexander             31.88040            46.15807
## David Bass                    32.27450            36.45497
## Nate Orchard                  38.25074            42.91712
## Spencer Paysinger             49.76550            51.18115
## Devon Kennard                 62.51177            63.16106
## Arthur Moats                  64.96814            69.00464
## Akeem Ayers                   63.61292            64.12866
## Ahmad Brooks                  48.40646            50.51792
## DeAndre Levy                  83.56348            83.89710
## Kyle Van Noy                  47.93574            43.53634
## Rufus Johnson                 30.22637            31.70868
## K.J. Wright                   70.20720            71.55064
## Tyler Starr                   35.19000            33.93028
## Armonty Bryant                34.06960            35.97306
## Khalil Mack                   88.33750            86.36295
## Jason Babin                   49.79550            57.53571
## Andy Mulumba                  39.17055            41.47098
## Lerentee McCray               39.43645            39.57546
## Dekoda Watson                 63.34078            56.59892
## Sio Moore                     64.98524            64.03876
## Adarius Glanton               32.77191            26.49287
## John Lotulelei                29.75925            28.25452
## Hau'oli Kikaha                34.94345            39.28027
## Za'Darius Smith               17.55350            18.58084
## Jackson Jeffcoat              29.56065            26.99738
## Aaron Lynch                   63.40920            64.92223
## Aldon Smith                   80.55264            82.67256
## Cam Johnson                   27.92234            26.69155
## Shaq Thompson                 50.06136            43.68899
## Nate Askew                    36.63603            26.29477
## Sean Porter                   49.24357            47.74702
## Tony Steward                  32.80116            26.62404
## Anthony Hitchens              47.55015            45.53612
## Jonathan Casillas             59.16551            55.26936
## Bruce Irvin                   75.79386            72.61686
## Gerald Hodges                 62.76325            61.97715
## Thomas Davis                  80.72041            81.19317
## Jelani Jenkins                66.06783            64.07509
## Telvin Smith                  71.76780            64.50377
## A.J. Tarpley                  29.26176            23.79666
## Marquis Spruill               45.86675            42.57902
## LaRoy Reynolds                45.93031            40.82483
## Nigel Bradham                 71.50634            68.63459
## Andrew Hudson                 16.25726            15.89427
## Bruce Carter                  66.11124            63.76592
## Brandon Hepburn               39.29628            35.20971
## Kevin Pierre-Louis            51.64594            41.44622
## Edmond Robinson               28.20422            20.06910
## Brandon Watts                 35.91675            23.34761
## Korey Toomer                  38.10376            30.18464
## Jadeveon Clowney              67.72459            65.66458
## Jason Williams                44.51010            37.79213
## Jonathan Newsome              53.30530            55.61002
## Mark Nzeocha                  25.46693            18.72702
## Kyle Wilber                   61.46310            61.53574
## Khairi Fortt                  37.30527            31.97858
## Eli Harold                    46.70185            42.01508
## Sam Montgomery                29.87834            29.72962
## Larry Dean                    37.53318            29.88107
## Tourek Williams               36.70576            41.61458
## Trevor Reilly                 45.92342            46.65654
## Benardrick McKinney           44.42282            39.62676
## Corey Lemonier                52.36700            51.58149
## Keith Rivers                  56.60412            55.12825
## Darius Fleming                38.13457            36.94113
## Josh Kaddu                    26.39296            20.85474
## Bud Dupree                    55.22981            49.59475
## Kwon Alexander                34.90307            25.85005
## Sean Lee                      74.94195            74.75430
## Jordan Zumwalt                28.62418            25.43857
## P.J. Dawson                   41.61410            36.30213
## Malcolm Smith                 60.03927            55.81693
## Mike Morgan                   50.61108            44.20815
## Mike Neal                     45.15383            52.71953
## Lamarr Houston                45.14160            53.10594
## Willie Young                  42.97836            52.88639
## Jordan Tripp                  37.71143            31.91782
## Michael Mauti                 20.90269            20.53010
## Jayson DiManche               52.57919            47.84659
## Ikemefuna Enemkpali           27.29463            33.13063
## Parys Haralson                57.92087            65.66840
## Calvin Pace                   40.29579            47.07627
## Marcus Smith                  43.69093            40.23729
## Bryan Braman                  38.35126            40.66866
## Marshall McFadden             30.17382            31.76710
## Elvis Dumervil                76.53655            85.21287
## Scott Solomon                 31.97561            37.25339
## Josh Martin                   38.32989            36.44848
## Kaelin Burnett                50.60083            46.97055
## Pernell McPhee                71.99529            80.71304
## Victor Butler                 55.07540            60.15936
## Kourtnei Brown                24.10983            23.16569
## Terrell Suggs                 80.66363            87.00946
## Connor Barwin                 75.98195            79.38950
## Joe Kruger                    30.99862            32.37155
## Chris McCain                  49.94115            48.95875
## Shane Ray                     53.64658            53.47344
## Melvin Ingram                 67.19611            69.98116
## Cordarro Law                  28.78060            35.47724
## Jayrone Elliott               44.66516            45.12505
## Mark Herzlich                 35.59042            38.60221
## Shea McClellin                63.32733            64.34848
## Adrian Hubbard                28.78903            24.69810
## Matt Shaughnessy              43.76175            49.87707
## Justin Houston                91.81608            93.54282
## Nick Perry                    63.57523            62.89946
## Kasim Edebali                 30.36186            30.91642
## A.J. Klein                    45.30964            41.88445
## Cameron Lawrence              36.91472            33.55057
## Chris Carter                  48.99072            49.61761
## Von Miller                    95.07007            95.45661
## DeMarcus Ware                 62.48012            66.96418
## Anthony Spencer               55.91732            60.96296
## Davis Tull                    40.38733            35.05733
## Jamie Collins                 84.16018            83.93375
## Jonathan Freeny               42.37451            43.27479
## Whitney Mercilus              62.58049            63.09758
## Paul Kruger                   76.46892            83.33746
## Courtney Upshaw               57.04152            61.12776
## Julian Stanford               59.12654            51.27588
## Chad Greenway                 54.75440            58.60412
## Barkevious Mingo              77.14543            76.69423
## Deiontrez Mount               26.69598            20.99398
## Junior Galette                81.56688            87.39746
## Marquis Flowers               34.81710            25.59938
## Alec Ogletree                 74.67152            72.18000
## Lavonte David                 85.89644            83.43313
## Nate Palmer                   40.77366            40.05465
## Dee Ford                      62.02576            61.08175
## Quinton Coples                58.87694            61.87924
## Robert Mathis                 78.03147            84.17479
## Brandon Graham                72.67614            78.25268
## LaMarr Woodley                41.40978            46.86230
## Julius Peppers                77.19802            83.67650
## Dont'a Hightower              82.57554            83.29246
## Jason Ankrah                  27.11214            27.63213
## Josh Bynes                    45.61611            49.16057
## Chris White                   28.37272            26.82629
## Alex Okafor                   39.02594            46.49240
## O'Brien Schofield             54.47621            57.86930
## Derrick Morgan                74.33510            79.31363
## Vontaze Burfict               62.77374            66.89768
## J.T. Thomas                   54.24119            50.80857
## Jared Allen                   44.21773            55.04926
## Brian Orakpo                  72.93858            75.64051
## Tamba Hali                    72.22758            79.59017
## Trent Cole                    69.56035            76.71790
##   Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1        -0.09573656            -0.35448726              0.4502238
## 2        -0.19893788             0.40611431             -0.2071764
## 3         0.61055747             0.05230206             -0.6628595
## 4         1.21855841            -0.78281479             -0.4357436
## 5        -1.04031931             0.60927093              0.4310484
##                      Power Rushing OLB Balanced OLB Coverage Tackling OLB
## Daniel Adongo                 16.59168     13.45737              14.26457
## Dan Skuta                     61.87302     64.87806              61.76762
## Jeremiah Attaochu             50.33263     48.12182              48.15672
## Bjoern Werner                 46.41235     47.66630              44.61906
## Trent Murphy                  54.42089     55.68224              52.08620
## Jonathan Massaquoi            45.96427     47.26671              46.39537
## Anthony Barr                  77.58696     76.85185              77.19245
## Shaquille Riddick             24.63171     20.68498              21.60152
## Cornelius Washington          43.54493     38.16432              39.11132
## Markus Golden                 28.21912     26.10910              25.98038
## James Harrison                67.21040     70.73127              64.34275
## Preston Smith                 41.46497     38.38678              35.76359
## Ryan Kerrigan                 84.05154     84.35810              80.93174
## John Simon                    44.46925     44.10960              42.85926
## Kyle Emanuel                  26.19050     22.43495              20.02322
## Anthony Chickillo             26.57220     26.66406              25.35682
## Frank Zombo                   44.34947     49.29406              51.51944
## Zach Vigil                    25.80327     25.41103              32.23461
## Colton Underwood              33.89418     34.06538              33.32335
## Dezman Moses                  33.61802     31.92596              30.75455
## Ray Ray Armstrong             34.75001     34.49820              39.02221
## Ronald Powell                 31.39284     26.91880              29.11093
## Emmanuel Lamur                50.61492     51.87173              55.07477
## Neiron Ball                   27.75352     24.70176              30.00816
## Jarvis Jones                  40.74808     39.67595              37.13150
## Randell Johnson               40.12790     37.09626              37.23938
## Lorenzo Mauldin               32.98489     31.80756              29.42681
## Erik Walden                   62.01737     62.40715              58.27534
## Jo-Lonn Dunbar                50.03342     53.90722              53.27418
## Justin Durant                 70.45209     75.02805              76.88025
## Kevin Reddick                 37.90642     38.11998              40.40255
## Vincent Rey                   56.81420     61.25073              64.42245
## Trevardo Williams             31.67646     27.77521              30.49883
## Brooks Reed                   62.41666     65.19720              62.78258
## Lorenzo Alexander             50.63163     52.65248              44.26801
## David Bass                    27.04371     25.17919              22.14815
## Nate Orchard                  31.94739     30.40956              27.06850
## Spencer Paysinger             50.41759     55.14776              54.91159
## Devon Kennard                 63.10442     63.50214              63.24256
## Arthur Moats                  65.72505     65.81644              61.76802
## Akeem Ayers                   66.11029     66.21164              67.00551
## Ahmad Brooks                  62.23402     65.78351              64.12397
## DeAndre Levy                  84.24425     88.54579              88.32772
## Kyle Van Noy                  47.47692     48.32826              52.28542
## Rufus Johnson                 32.78408     29.40679              27.60704
## K.J. Wright                   74.91472     78.60852              79.02781
## Tyler Starr                   29.87060     26.55017              29.35377
## Armonty Bryant                28.51376     25.84720              23.82785
## Khalil Mack                   87.93350     87.65574              87.87111
## Jason Babin                   55.82113     60.55835              53.81616
## Andy Mulumba                  34.54317     32.94379              31.90636
## Lerentee McCray               38.82257     37.06956              36.53345
## Dekoda Watson                 53.50506     54.14481              60.97784
## Sio Moore                     65.19544     65.52388              66.00940
## Adarius Glanton               32.26821     31.06306              37.07667
## John Lotulelei                34.15055     34.75636              35.15317
## Hau'oli Kikaha                33.23351     29.32965              25.84705
## Za'Darius Smith               18.99096     16.94673              12.36927
## Jackson Jeffcoat              29.00447     25.23865              26.45264
## Aaron Lynch                   64.74430     62.75492              61.74747
## Aldon Smith                   82.87856     81.50515              78.99974
## Cam Johnson                   31.84636     27.95615              27.41040
## Shaq Thompson                 45.29322     46.11135              52.09109
## Nate Askew                    24.31635     21.37445              29.65928
## Sean Porter                   42.48290     42.00826              45.06316
## Tony Steward                  28.88437     28.73104              32.17857
## Anthony Hitchens              50.76446     53.43079              53.16070
## Jonathan Casillas             54.71769     58.65400              64.59550
## Bruce Irvin                   74.83628     75.22201              75.82262
## Gerald Hodges                 63.76802     68.01588              70.79765
## Thomas Davis                  84.16675     87.02462              87.98368
## Jelani Jenkins                65.44152     66.39622              71.29869
## Telvin Smith                  63.58179     65.44366              71.13389
## A.J. Tarpley                  26.26784     29.06390              34.94125
## Marquis Spruill               38.21737     35.93024              37.13684
## LaRoy Reynolds                49.25671     49.34655              52.69521
## Nigel Bradham                 74.36117     75.60712              78.27626
## Andrew Hudson                 15.99136     12.58805              12.30101
## Bruce Carter                  61.05085     62.82909              64.63262
## Brandon Hepburn               37.98699     40.73061              41.88234
## Kevin Pierre-Louis            44.99187     43.57641              50.96549
## Edmond Robinson               21.62283     19.98423              26.51561
## Brandon Watts                 27.09277     25.17754              34.32175
## Korey Toomer                  30.52131     27.48209              34.78893
## Jadeveon Clowney              65.20000     60.78444              59.27538
## Jason Williams                37.59059     37.95689              45.54715
## Jonathan Newsome              54.94662     52.81612              52.56532
## Mark Nzeocha                  19.68789     17.51766              22.37816
## Kyle Wilber                   56.15662     58.24832              59.70781
## Khairi Fortt                  42.73847     40.09247              45.62939
## Eli Harold                    34.91551     30.58114              30.46610
## Sam Montgomery                32.70480     28.97588              27.68767
## Larry Dean                    27.79960     29.97595              35.65029
## Tourek Williams               41.40822     38.25579              34.80973
## Trevor Reilly                 40.44912     38.13051              37.34083
## Benardrick McKinney           46.04109     46.07831              45.00971
## Corey Lemonier                44.94285     43.18130              44.49070
## Keith Rivers                  54.89733     58.24443              58.98998
## Darius Fleming                40.19293     35.07840              36.27767
## Josh Kaddu                    29.53743     28.23987              33.30285
## Bud Dupree                    50.15447     47.37286              49.36741
## Kwon Alexander                32.49684     26.13969              32.63785
## Sean Lee                      79.20910     83.53923              84.45947
## Jordan Zumwalt                29.60447     29.33069              31.02285
## P.J. Dawson                   45.58496     46.51950              50.87164
## Malcolm Smith                 55.21514     58.35601              63.17546
## Mike Morgan                   47.88806     50.50047              55.41145
## Mike Neal                     53.41427     53.34775              47.29021
## Lamarr Houston                54.59555     57.79954              51.54101
## Willie Young                  41.99868     42.49573              35.01413
## Jordan Tripp                  33.57944     31.59914              36.46516
## Michael Mauti                 26.10094     29.80659              30.36912
## Jayson DiManche               43.09040     42.40683              46.33533
## Ikemefuna Enemkpali           34.16987     30.86988              26.83473
## Parys Haralson                57.79829     60.61034              56.93749
## Calvin Pace                   53.43556     58.61965              55.64913
## Marcus Smith                  43.30527     42.45777              43.54898
## Bryan Braman                  41.71219     43.95557              42.77457
## Marshall McFadden             27.03599     26.58298              26.72841
## Elvis Dumervil                77.66474     79.44945              73.46513
## Scott Solomon                 39.37720     36.60577              33.76594
## Josh Martin                   37.81010     35.63785              35.92680
## Kaelin Burnett                42.83178     42.82273              46.20136
## Pernell McPhee                78.75502     78.24249              70.90343
## Victor Butler                 53.77664     54.34399              51.48735
## Kourtnei Brown                24.55903     21.69645              22.22929
## Terrell Suggs                 85.40196     86.46381              80.18674
## Connor Barwin                 77.93528     78.61896              76.22159
## Joe Kruger                    33.78907     31.22540              30.18966
## Chris McCain                  44.12337     43.74444              48.06062
## Shane Ray                     45.14643     42.18993              40.12156
## Melvin Ingram                 63.52114     60.66701              58.18914
## Cordarro Law                  28.21656     25.86117              23.14283
## Jayrone Elliott               38.58700     36.70697              37.49228
## Mark Herzlich                 42.57383     50.12166              47.92447
## Shea McClellin                55.93959     58.64992              55.99561
## Adrian Hubbard                33.28850     28.83917              32.38934
## Matt Shaughnessy              56.03384     60.44683              55.01412
## Justin Houston                93.45876     93.26011              91.67813
## Nick Perry                    63.91981     63.57768              62.63866
## Kasim Edebali                 32.39885     31.69716              31.55942
## A.J. Klein                    48.30458     51.92252              56.18510
## Cameron Lawrence              39.88645     41.44254              45.20745
## Chris Carter                  39.46946     40.42810              39.88289
## Von Miller                    94.01434     93.68762              92.63363
## DeMarcus Ware                 68.85725     70.67672              68.58812
## Anthony Spencer               54.73343     56.57256              56.33558
## Davis Tull                    28.51885     24.69553              26.84582
## Jamie Collins                 84.73953     85.84221              86.35545
## Jonathan Freeny               42.37477     43.00384              41.98484
## Whitney Mercilus              64.24195     65.30871              63.07160
## Paul Kruger                   78.11530     79.20221              74.51490
## Courtney Upshaw               62.93156     64.02406              59.31422
## Julian Stanford               47.27235     47.10348              51.08392
## Chad Greenway                 58.46717     64.13934              63.15137
## Barkevious Mingo              70.47962     69.82113              68.66414
## Deiontrez Mount               21.03290     17.80166              19.29018
## Junior Galette                82.13459     82.75361              79.07552
## Marquis Flowers               32.85329     34.30948              42.99744
## Alec Ogletree                 68.00681     69.66245              70.92166
## Lavonte David                 84.18414     88.25505              90.24478
## Nate Palmer                   34.07061     32.10211              33.27252
## Dee Ford                      54.71550     52.22561              52.34086
## Quinton Coples                62.55484     62.29470              58.62029
## Robert Mathis                 75.21563     78.26715              73.09170
## Brandon Graham                75.94925     75.59257              69.92464
## LaMarr Woodley                52.15850     55.41016              52.49334
## Julius Peppers                78.00547     79.79037              76.38320
## Dont'a Hightower              87.60234     88.47238              88.24177
## Jason Ankrah                  29.39197     25.19604              24.56858
## Josh Bynes                    50.58414     52.07176              49.04759
## Chris White                   34.85768     37.37307              38.42537
## Alex Okafor                   47.48126     46.08576              42.81365
## O'Brien Schofield             50.95984     51.90917              51.03100
## Derrick Morgan                81.05787     80.57687              79.46196
## Vontaze Burfict               74.20109     76.28054              74.52869
## J.T. Thomas                   52.94464     56.04893              61.54586
## Jared Allen                   53.90544     57.93633              49.08373
## Brian Orakpo                  79.00030     78.76801              75.18567
## Tamba Hali                    81.79231     83.36285              78.65430
## Trent Cole                    65.82620     69.19194              63.51924
##                      Speed Rushing OLB Strong Tackling OLB
## Daniel Adongo                 17.09133            13.52773
## Dan Skuta                     57.74252            66.92195
## Jeremiah Attaochu             49.77812            48.70894
## Bjoern Werner                 42.03376            50.20764
## Trent Murphy                  49.14585            58.69241
## Jonathan Massaquoi            44.96812            47.72548
## Anthony Barr                  77.90860            76.73646
## Shaquille Riddick             25.05081            20.88224
## Cornelius Washington          43.56070            38.75694
## Markus Golden                 27.42365            26.81635
## James Harrison                57.76460            75.35694
## Preston Smith                 36.47412            41.78894
## Ryan Kerrigan                 78.56289            87.12519
## John Simon                    42.42193            45.39858
## Kyle Emanuel                  21.17798            25.93969
## Anthony Chickillo             24.57732            27.90431
## Frank Zombo                   49.16695            45.80427
## Zach Vigil                    36.68196            19.82923
## Colton Underwood              32.78904            34.72429
## Dezman Moses                  31.30112            33.52834
## Ray Ray Armstrong             41.81450            30.48125
## Ronald Powell                 33.75461            26.10152
## Emmanuel Lamur                55.95238            48.47890
## Neiron Ball                   35.68172            20.93602
## Jarvis Jones                  36.48496            42.42762
## Randell Johnson               39.51331            37.80375
## Lorenzo Mauldin               28.93955            34.46819
## Erik Walden                   55.62925            66.08276
## Jo-Lonn Dunbar                50.11101            53.42142
## Justin Durant                 74.80082            71.91683
## Kevin Reddick                 41.53455            35.94008
## Vincent Rey                   63.07745            56.92493
## Trevardo Williams             35.04871            26.33713
## Brooks Reed                   59.33821            66.67147
## Lorenzo Alexander             38.25936            59.93047
## David Bass                    21.75239            28.78152
## Nate Orchard                  26.30256            34.17436
## Spencer Paysinger             51.35270            54.04879
## Devon Kennard                 62.80813            63.63580
## Arthur Moats                  59.37490            69.46031
## Akeem Ayers                   67.37352            65.42563
## Ahmad Brooks                  60.56335            66.35862
## DeAndre Levy                  85.12181            87.65045
## Kyle Van Noy                  53.87519            44.36408
## Rufus Johnson                 28.94928            32.11211
## K.J. Wright                   76.66078            77.19363
## Tyler Starr                   33.53433            24.89714
## Armonty Bryant                24.53406            28.59753
## Khalil Mack                   88.18816            87.52895
## Jason Babin                   46.48211            65.41009
## Andy Mulumba                  32.46564            34.38799
## Lerentee McCray               37.49373            38.07032
## Dekoda Watson                 64.23229            47.38535
## Sio Moore                     66.04369            64.96993
## Adarius Glanton               41.54653            26.11317
## John Lotulelei                34.93337            34.21297
## Hau'oli Kikaha                26.55205            33.93583
## Za'Darius Smith               11.27196            22.81854
## Jackson Jeffcoat              29.94277            25.12442
## Aaron Lynch                   62.64573            64.25671
## Aldon Smith                   78.64519            84.05687
## Cam Johnson                   29.86477            29.55448
## Shaq Thompson                 54.82961            40.31064
## Nate Askew                    37.49381            15.59286
## Sean Porter                   47.13399            39.29383
## Tony Steward                  34.29658            25.68202
## Anthony Hitchens              51.07728            52.93918
## Jonathan Casillas             65.13329            51.72566
## Bruce Irvin                   75.88130            74.53762
## Gerald Hodges                 69.42215            64.08024
## Thomas Davis                  86.62327            85.26938
## Jelani Jenkins                73.26516            61.20725
## Telvin Smith                  72.92188            59.17408
## A.J. Tarpley                  36.11123            23.25040
## Marquis Spruill               39.49572            35.43221
## LaRoy Reynolds                54.49514            46.15898
## Nigel Bradham                 78.87927            72.56354
## Andrew Hudson                 14.49658            13.77672
## Bruce Carter                  64.37371            60.59416
## Brandon Hepburn               40.51367            38.87929
## Kevin Pierre-Louis            56.12281            37.16624
## Edmond Robinson               32.05615            15.17161
## Brandon Watts                 41.57416            18.32214
## Korey Toomer                  41.65131            22.08420
## Jadeveon Clowney              61.69947            63.43844
## Jason Williams                49.60145            31.08381
## Jonathan Newsome              53.97139            53.65184
## Mark Nzeocha                  27.31696            14.09473
## Kyle Wilber                   59.02319            56.26902
## Khairi Fortt                  50.73154            35.74117
## Eli Harold                    33.51243            31.88437
## Sam Montgomery                29.57742            31.26487
## Larry Dean                    37.21739            24.45697
## Tourek Williams               35.10481            42.49922
## Trevor Reilly                 38.56219            39.53216
## Benardrick McKinney           44.38721            47.08088
## Corey Lemonier                46.50910            42.44037
## Keith Rivers                  56.99817            56.59920
## Darius Fleming                40.69648            35.35445
## Josh Kaddu                    37.31661            24.15309
## Bud Dupree                    52.49848            46.26984
## Kwon Alexander                41.68129            22.18724
## Sean Lee                      82.05002            81.44638
## Jordan Zumwalt                32.19259            27.84593
## P.J. Dawson                   52.62394            42.18282
## Malcolm Smith                 63.63539            52.78727
## Mike Morgan                   56.26225            45.11997
## Mike Neal                     43.97103            59.02541
## Lamarr Houston                45.67362            62.68292
## Willie Young                  30.73015            49.69133
## Jordan Tripp                  40.82856            27.78767
## Michael Mauti                 27.93795            28.22423
## Jayson DiManche               49.05242            38.94720
## Ikemefuna Enemkpali           26.84655            35.86876
## Parys Haralson                52.77191            63.23568
## Calvin Pace                   50.17771            59.96439
## Marcus Smith                  44.77908            41.66752
## Bryan Braman                  40.50419            44.44278
## Marshall McFadden             27.13914            26.57225
## Elvis Dumervil                68.20806            83.87877
## Scott Solomon                 34.13157            40.14864
## Josh Martin                   37.66500            35.96905
## Kaelin Burnett                48.10977            39.67786
## Pernell McPhee                66.81570            84.19872
## Victor Butler                 49.47341            56.86720
## Kourtnei Brown                24.62775            21.97244
## Terrell Suggs                 74.93370            90.78041
## Connor Barwin                 74.27949            80.57158
## Joe Kruger                    31.42629            32.93889
## Chris McCain                  50.76372            39.83389
## Shane Ray                     41.07908            44.99851
## Melvin Ingram                 58.91620            63.76349
## Cordarro Law                  23.24201            29.25883
## Jayrone Elliott               39.30639            36.49059
## Mark Herzlich                 41.26523            50.06973
## Shea McClellin                52.50964            60.37859
## Adrian Hubbard                37.87146            26.81458
## Matt Shaughnessy              48.66098            64.22717
## Justin Houston                90.86492            94.57964
## Nick Perry                    62.36181            64.55345
## Kasim Edebali                 31.98894            32.02425
## A.J. Klein                    55.96080            46.85748
## Cameron Lawrence              46.17695            37.52532
## Chris Carter                  38.88778            40.67484
## Von Miller                    92.27493            94.65510
## DeMarcus Ware                 66.02040            72.10051
## Anthony Spencer               54.86973            56.28203
## Davis Tull                    31.00334            23.74989
## Jamie Collins                 85.87335            85.03407
## Jonathan Freeny               40.96537            43.79421
## Whitney Mercilus              61.00475            67.08495
## Paul Kruger                   70.74937            82.86217
## Courtney Upshaw               55.78729            67.99967
## Julian Stanford               53.42844            43.41244
## Chad Greenway                 58.45991            63.51213
## Barkevious Mingo              68.49962            71.07948
## Deiontrez Mount               22.63687            17.29447
## Junior Galette                76.30022            85.67434
## Marquis Flowers               46.88384            26.42043
## Alec Ogletree                 70.45375            67.98129
## Lavonte David                 88.90030            84.93794
## Nate Palmer                   35.38618            31.55132
## Dee Ford                      54.21028            52.81679
## Quinton Coples                56.72663            65.74078
## Robert Mathis                 67.38534            81.85451
## Brandon Graham                66.81937            80.46004
## LaMarr Woodley                48.48925            57.24194
## Julius Peppers                72.88652            82.27783
## Dont'a Hightower              87.47184            88.45098
## Jason Ankrah                  27.17184            26.95569
## Josh Bynes                    46.28363            54.50580
## Chris White                   37.16264            35.68114
## Alex Okafor                   41.99632            49.59753
## O'Brien Schofield             49.85163            52.47265
## Derrick Morgan                79.19062            81.72772
## Vontaze Burfict               71.93684            77.32178
## J.T. Thomas                   62.39281            49.86279
## Jared Allen                   41.22386            64.90136
## Brian Orakpo                  73.24344            81.91886
## Tamba Hali                    74.30846            86.78078
## Trent Cole                    57.56746            73.31023
##                      Power Rushing OLB Balanced OLB Coverage Tackling OLB
## Daniel Adongo                 16.59168     13.45737              14.26457
## Dan Skuta                     61.87302     64.87806              61.76762
## Jeremiah Attaochu             50.33263     48.12182              48.15672
## Bjoern Werner                 46.41235     47.66630              44.61906
## Trent Murphy                  54.42089     55.68224              52.08620
## Jonathan Massaquoi            45.96427     47.26671              46.39537
## Anthony Barr                  77.58696     76.85185              77.19245
## Shaquille Riddick             24.63171     20.68498              21.60152
## Cornelius Washington          43.54493     38.16432              39.11132
## Markus Golden                 28.21912     26.10910              25.98038
## James Harrison                67.21040     70.73127              64.34275
## Preston Smith                 41.46497     38.38678              35.76359
## Ryan Kerrigan                 84.05154     84.35810              80.93174
## John Simon                    44.46925     44.10960              42.85926
## Kyle Emanuel                  26.19050     22.43495              20.02322
## Anthony Chickillo             26.57220     26.66406              25.35682
## Frank Zombo                   44.34947     49.29406              51.51944
## Zach Vigil                    25.80327     25.41103              32.23461
## Colton Underwood              33.89418     34.06538              33.32335
## Dezman Moses                  33.61802     31.92596              30.75455
## Ray Ray Armstrong             34.75001     34.49820              39.02221
## Ronald Powell                 31.39284     26.91880              29.11093
## Emmanuel Lamur                50.61492     51.87173              55.07477
## Neiron Ball                   27.75352     24.70176              30.00816
## Jarvis Jones                  40.74808     39.67595              37.13150
## Randell Johnson               40.12790     37.09626              37.23938
## Lorenzo Mauldin               32.98489     31.80756              29.42681
## Erik Walden                   62.01737     62.40715              58.27534
## Jo-Lonn Dunbar                50.03342     53.90722              53.27418
## Justin Durant                 70.45209     75.02805              76.88025
## Kevin Reddick                 37.90642     38.11998              40.40255
## Vincent Rey                   56.81420     61.25073              64.42245
## Trevardo Williams             31.67646     27.77521              30.49883
## Brooks Reed                   62.41666     65.19720              62.78258
## Lorenzo Alexander             50.63163     52.65248              44.26801
## David Bass                    27.04371     25.17919              22.14815
## Nate Orchard                  31.94739     30.40956              27.06850
## Spencer Paysinger             50.41759     55.14776              54.91159
## Devon Kennard                 63.10442     63.50214              63.24256
## Arthur Moats                  65.72505     65.81644              61.76802
## Akeem Ayers                   66.11029     66.21164              67.00551
## Ahmad Brooks                  62.23402     65.78351              64.12397
## DeAndre Levy                  84.24425     88.54579              88.32772
## Kyle Van Noy                  47.47692     48.32826              52.28542
## Rufus Johnson                 32.78408     29.40679              27.60704
## K.J. Wright                   74.91472     78.60852              79.02781
## Tyler Starr                   29.87060     26.55017              29.35377
## Armonty Bryant                28.51376     25.84720              23.82785
## Khalil Mack                   87.93350     87.65574              87.87111
## Jason Babin                   55.82113     60.55835              53.81616
## Andy Mulumba                  34.54317     32.94379              31.90636
## Lerentee McCray               38.82257     37.06956              36.53345
## Dekoda Watson                 53.50506     54.14481              60.97784
## Sio Moore                     65.19544     65.52388              66.00940
## Adarius Glanton               32.26821     31.06306              37.07667
## John Lotulelei                34.15055     34.75636              35.15317
## Hau'oli Kikaha                33.23351     29.32965              25.84705
## Za'Darius Smith               18.99096     16.94673              12.36927
## Jackson Jeffcoat              29.00447     25.23865              26.45264
## Aaron Lynch                   64.74430     62.75492              61.74747
## Aldon Smith                   82.87856     81.50515              78.99974
## Cam Johnson                   31.84636     27.95615              27.41040
## Shaq Thompson                 45.29322     46.11135              52.09109
## Nate Askew                    24.31635     21.37445              29.65928
## Sean Porter                   42.48290     42.00826              45.06316
## Tony Steward                  28.88437     28.73104              32.17857
## Anthony Hitchens              50.76446     53.43079              53.16070
## Jonathan Casillas             54.71769     58.65400              64.59550
## Bruce Irvin                   74.83628     75.22201              75.82262
## Gerald Hodges                 63.76802     68.01588              70.79765
## Thomas Davis                  84.16675     87.02462              87.98368
## Jelani Jenkins                65.44152     66.39622              71.29869
## Telvin Smith                  63.58179     65.44366              71.13389
## A.J. Tarpley                  26.26784     29.06390              34.94125
## Marquis Spruill               38.21737     35.93024              37.13684
## LaRoy Reynolds                49.25671     49.34655              52.69521
## Nigel Bradham                 74.36117     75.60712              78.27626
## Andrew Hudson                 15.99136     12.58805              12.30101
## Bruce Carter                  61.05085     62.82909              64.63262
## Brandon Hepburn               37.98699     40.73061              41.88234
## Kevin Pierre-Louis            44.99187     43.57641              50.96549
## Edmond Robinson               21.62283     19.98423              26.51561
## Brandon Watts                 27.09277     25.17754              34.32175
## Korey Toomer                  30.52131     27.48209              34.78893
## Jadeveon Clowney              65.20000     60.78444              59.27538
## Jason Williams                37.59059     37.95689              45.54715
## Jonathan Newsome              54.94662     52.81612              52.56532
## Mark Nzeocha                  19.68789     17.51766              22.37816
## Kyle Wilber                   56.15662     58.24832              59.70781
## Khairi Fortt                  42.73847     40.09247              45.62939
## Eli Harold                    34.91551     30.58114              30.46610
## Sam Montgomery                32.70480     28.97588              27.68767
## Larry Dean                    27.79960     29.97595              35.65029
## Tourek Williams               41.40822     38.25579              34.80973
## Trevor Reilly                 40.44912     38.13051              37.34083
## Benardrick McKinney           46.04109     46.07831              45.00971
## Corey Lemonier                44.94285     43.18130              44.49070
## Keith Rivers                  54.89733     58.24443              58.98998
## Darius Fleming                40.19293     35.07840              36.27767
## Josh Kaddu                    29.53743     28.23987              33.30285
## Bud Dupree                    50.15447     47.37286              49.36741
## Kwon Alexander                32.49684     26.13969              32.63785
## Sean Lee                      79.20910     83.53923              84.45947
## Jordan Zumwalt                29.60447     29.33069              31.02285
## P.J. Dawson                   45.58496     46.51950              50.87164
## Malcolm Smith                 55.21514     58.35601              63.17546
## Mike Morgan                   47.88806     50.50047              55.41145
## Mike Neal                     53.41427     53.34775              47.29021
## Lamarr Houston                54.59555     57.79954              51.54101
## Willie Young                  41.99868     42.49573              35.01413
## Jordan Tripp                  33.57944     31.59914              36.46516
## Michael Mauti                 26.10094     29.80659              30.36912
## Jayson DiManche               43.09040     42.40683              46.33533
## Ikemefuna Enemkpali           34.16987     30.86988              26.83473
## Parys Haralson                57.79829     60.61034              56.93749
## Calvin Pace                   53.43556     58.61965              55.64913
## Marcus Smith                  43.30527     42.45777              43.54898
## Bryan Braman                  41.71219     43.95557              42.77457
## Marshall McFadden             27.03599     26.58298              26.72841
## Elvis Dumervil                77.66474     79.44945              73.46513
## Scott Solomon                 39.37720     36.60577              33.76594
## Josh Martin                   37.81010     35.63785              35.92680
## Kaelin Burnett                42.83178     42.82273              46.20136
## Pernell McPhee                78.75502     78.24249              70.90343
## Victor Butler                 53.77664     54.34399              51.48735
## Kourtnei Brown                24.55903     21.69645              22.22929
## Terrell Suggs                 85.40196     86.46381              80.18674
## Connor Barwin                 77.93528     78.61896              76.22159
## Joe Kruger                    33.78907     31.22540              30.18966
## Chris McCain                  44.12337     43.74444              48.06062
## Shane Ray                     45.14643     42.18993              40.12156
## Melvin Ingram                 63.52114     60.66701              58.18914
## Cordarro Law                  28.21656     25.86117              23.14283
## Jayrone Elliott               38.58700     36.70697              37.49228
## Mark Herzlich                 42.57383     50.12166              47.92447
## Shea McClellin                55.93959     58.64992              55.99561
## Adrian Hubbard                33.28850     28.83917              32.38934
## Matt Shaughnessy              56.03384     60.44683              55.01412
## Justin Houston                93.45876     93.26011              91.67813
## Nick Perry                    63.91981     63.57768              62.63866
## Kasim Edebali                 32.39885     31.69716              31.55942
## A.J. Klein                    48.30458     51.92252              56.18510
## Cameron Lawrence              39.88645     41.44254              45.20745
## Chris Carter                  39.46946     40.42810              39.88289
## Von Miller                    94.01434     93.68762              92.63363
## DeMarcus Ware                 68.85725     70.67672              68.58812
## Anthony Spencer               54.73343     56.57256              56.33558
## Davis Tull                    28.51885     24.69553              26.84582
## Jamie Collins                 84.73953     85.84221              86.35545
## Jonathan Freeny               42.37477     43.00384              41.98484
## Whitney Mercilus              64.24195     65.30871              63.07160
## Paul Kruger                   78.11530     79.20221              74.51490
## Courtney Upshaw               62.93156     64.02406              59.31422
## Julian Stanford               47.27235     47.10348              51.08392
## Chad Greenway                 58.46717     64.13934              63.15137
## Barkevious Mingo              70.47962     69.82113              68.66414
## Deiontrez Mount               21.03290     17.80166              19.29018
## Junior Galette                82.13459     82.75361              79.07552
## Marquis Flowers               32.85329     34.30948              42.99744
## Alec Ogletree                 68.00681     69.66245              70.92166
## Lavonte David                 84.18414     88.25505              90.24478
## Nate Palmer                   34.07061     32.10211              33.27252
## Dee Ford                      54.71550     52.22561              52.34086
## Quinton Coples                62.55484     62.29470              58.62029
## Robert Mathis                 75.21563     78.26715              73.09170
## Brandon Graham                75.94925     75.59257              69.92464
## LaMarr Woodley                52.15850     55.41016              52.49334
## Julius Peppers                78.00547     79.79037              76.38320
## Dont'a Hightower              87.60234     88.47238              88.24177
## Jason Ankrah                  29.39197     25.19604              24.56858
## Josh Bynes                    50.58414     52.07176              49.04759
## Chris White                   34.85768     37.37307              38.42537
## Alex Okafor                   47.48126     46.08576              42.81365
## O'Brien Schofield             50.95984     51.90917              51.03100
## Derrick Morgan                81.05787     80.57687              79.46196
## Vontaze Burfict               74.20109     76.28054              74.52869
## J.T. Thomas                   52.94464     56.04893              61.54586
## Jared Allen                   53.90544     57.93633              49.08373
## Brian Orakpo                  79.00030     78.76801              75.18567
## Tamba Hali                    81.79231     83.36285              78.65430
## Trent Cole                    65.82620     69.19194              63.51924
##                      Speed Rushing OLB Strong Tackling OLB V6
## Daniel Adongo                 17.09133            13.52773 57
## Dan Skuta                     57.74252            66.92195 80
## Jeremiah Attaochu             49.77812            48.70894 73
## Bjoern Werner                 42.03376            50.20764 74
## Trent Murphy                  49.14585            58.69241 76
## Jonathan Massaquoi            44.96812            47.72548 73
## Anthony Barr                  77.90860            76.73646 85
## Shaquille Riddick             25.05081            20.88224 61
## Cornelius Washington          43.56070            38.75694 69
## Markus Golden                 27.42365            26.81635 64
## James Harrison                57.76460            75.35694 84
## Preston Smith                 36.47412            41.78894 70
## Ryan Kerrigan                 78.56289            87.12519 90
## John Simon                    42.42193            45.39858 72
## Kyle Emanuel                  21.17798            25.93969 63
## Anthony Chickillo             24.57732            27.90431 64
## Frank Zombo                   49.16695            45.80427 73
## Zach Vigil                    36.68196            19.82923 62
## Colton Underwood              32.78904            34.72429 67
## Dezman Moses                  31.30112            33.52834 67
## Ray Ray Armstrong             41.81450            30.48125 67
## Ronald Powell                 33.75461            26.10152 64
## Emmanuel Lamur                55.95238            48.47890 74
## Neiron Ball                   35.68172            20.93602 62
## Jarvis Jones                  36.48496            42.42762 71
## Randell Johnson               39.51331            37.80375 69
## Lorenzo Mauldin               28.93955            34.46819 67
## Erik Walden                   55.62925            66.08276 79
## Jo-Lonn Dunbar                50.11101            53.42142 76
## Justin Durant                 74.80082            71.91683 84
## Kevin Reddick                 41.53455            35.94008 69
## Vincent Rey                   63.07745            56.92493 78
## Trevardo Williams             35.04871            26.33713 64
## Brooks Reed                   59.33821            66.67147 80
## Lorenzo Alexander             38.25936            59.93047 76
## David Bass                    21.75239            28.78152 64
## Nate Orchard                  26.30256            34.17436 68
## Spencer Paysinger             51.35270            54.04879 76
## Devon Kennard                 62.80813            63.63580 79
## Arthur Moats                  59.37490            69.46031 80
## Akeem Ayers                   67.37352            65.42563 81
## Ahmad Brooks                  60.56335            66.35862 80
## DeAndre Levy                  85.12181            87.65045 93
## Kyle Van Noy                  53.87519            44.36408 72
## Rufus Johnson                 28.94928            32.11211 66
## K.J. Wright                   76.66078            77.19363 86
## Tyler Starr                   33.53433            24.89714 63
## Armonty Bryant                24.53406            28.59753 64
## Khalil Mack                   88.18816            87.52895 91
## Jason Babin                   46.48211            65.41009 79
## Andy Mulumba                  32.46564            34.38799 68
## Lerentee McCray               37.49373            38.07032 69
## Dekoda Watson                 64.23229            47.38535 74
## Sio Moore                     66.04369            64.96993 80
## Adarius Glanton               41.54653            26.11317 64
## John Lotulelei                34.93337            34.21297 68
## Hau'oli Kikaha                26.55205            33.93583 66
## Za'Darius Smith               11.27196            22.81854 61
## Jackson Jeffcoat              29.94277            25.12442 63
## Aaron Lynch                   62.64573            64.25671 79
## Aldon Smith                   78.64519            84.05687 89
## Cam Johnson                   29.86477            29.55448 64
## Shaq Thompson                 54.82961            40.31064 72
## Nate Askew                    37.49381            15.59286 60
## Sean Porter                   47.13399            39.29383 70
## Tony Steward                  34.29658            25.68202 65
## Anthony Hitchens              51.07728            52.93918 75
## Jonathan Casillas             65.13329            51.72566 76
## Bruce Irvin                   75.88130            74.53762 84
## Gerald Hodges                 69.42215            64.08024 80
## Thomas Davis                  86.62327            85.26938 90
## Jelani Jenkins                73.26516            61.20725 79
## Telvin Smith                  72.92188            59.17408 79
## A.J. Tarpley                  36.11123            23.25040 64
## Marquis Spruill               39.49572            35.43221 68
## LaRoy Reynolds                54.49514            46.15898 73
## Nigel Bradham                 78.87927            72.56354 83
## Andrew Hudson                 14.49658            13.77672 56
## Bruce Carter                  64.37371            60.59416 78
## Brandon Hepburn               40.51367            38.87929 70
## Kevin Pierre-Louis            56.12281            37.16624 70
## Edmond Robinson               32.05615            15.17161 59
## Brandon Watts                 41.57416            18.32214 61
## Korey Toomer                  41.65131            22.08420 63
## Jadeveon Clowney              61.69947            63.43844 78
## Jason Williams                49.60145            31.08381 67
## Jonathan Newsome              53.97139            53.65184 75
## Mark Nzeocha                  27.31696            14.09473 58
## Kyle Wilber                   59.02319            56.26902 77
## Khairi Fortt                  50.73154            35.74117 68
## Eli Harold                    33.51243            31.88437 66
## Sam Montgomery                29.57742            31.26487 65
## Larry Dean                    37.21739            24.45697 65
## Tourek Williams               35.10481            42.49922 70
## Trevor Reilly                 38.56219            39.53216 69
## Benardrick McKinney           44.38721            47.08088 72
## Corey Lemonier                46.50910            42.44037 71
## Keith Rivers                  56.99817            56.59920 76
## Darius Fleming                40.69648            35.35445 67
## Josh Kaddu                    37.31661            24.15309 64
## Bud Dupree                    52.49848            46.26984 73
## Kwon Alexander                41.68129            22.18724 63
## Sean Lee                      82.05002            81.44638 89
## Jordan Zumwalt                32.19259            27.84593 65
## P.J. Dawson                   52.62394            42.18282 72
## Malcolm Smith                 63.63539            52.78727 77
## Mike Morgan                   56.26225            45.11997 73
## Mike Neal                     43.97103            59.02541 76
## Lamarr Houston                45.67362            62.68292 77
## Willie Young                  30.73015            49.69133 72
## Jordan Tripp                  40.82856            27.78767 66
## Michael Mauti                 27.93795            28.22423 66
## Jayson DiManche               49.05242            38.94720 70
## Ikemefuna Enemkpali           26.84655            35.86876 68
## Parys Haralson                52.77191            63.23568 79
## Calvin Pace                   50.17771            59.96439 77
## Marcus Smith                  44.77908            41.66752 70
## Bryan Braman                  40.50419            44.44278 72
## Marshall McFadden             27.13914            26.57225 64
## Elvis Dumervil                68.20806            83.87877 88
## Scott Solomon                 34.13157            40.14864 69
## Josh Martin                   37.66500            35.96905 68
## Kaelin Burnett                48.10977            39.67786 70
## Pernell McPhee                66.81570            84.19872 87
## Victor Butler                 49.47341            56.86720 76
## Kourtnei Brown                24.62775            21.97244 62
## Terrell Suggs                 74.93370            90.78041 93
## Connor Barwin                 74.27949            80.57158 87
## Joe Kruger                    31.42629            32.93889 67
## Chris McCain                  50.76372            39.83389 70
## Shane Ray                     41.07908            44.99851 72
## Melvin Ingram                 58.91620            63.76349 79
## Cordarro Law                  23.24201            29.25883 64
## Jayrone Elliott               39.30639            36.49059 68
## Mark Herzlich                 41.26523            50.06973 75
## Shea McClellin                52.50964            60.37859 78
## Adrian Hubbard                37.87146            26.81458 64
## Matt Shaughnessy              48.66098            64.22717 79
## Justin Houston                90.86492            94.57964 97
## Nick Perry                    62.36181            64.55345 79
## Kasim Edebali                 31.98894            32.02425 66
## A.J. Klein                    55.96080            46.85748 74
## Cameron Lawrence              46.17695            37.52532 69
## Chris Carter                  38.88778            40.67484 70
## Von Miller                    92.27493            94.65510 97
## DeMarcus Ware                 66.02040            72.10051 83
## Anthony Spencer               54.86973            56.28203 76
## Davis Tull                    31.00334            23.74989 62
## Jamie Collins                 85.87335            85.03407 90
## Jonathan Freeny               40.96537            43.79421 71
## Whitney Mercilus              61.00475            67.08495 80
## Paul Kruger                   70.74937            82.86217 88
## Courtney Upshaw               55.78729            67.99967 80
## Julian Stanford               53.42844            43.41244 72
## Chad Greenway                 58.45991            63.51213 80
## Barkevious Mingo              68.49962            71.07948 82
## Deiontrez Mount               22.63687            17.29447 59
## Junior Galette                76.30022            85.67434 89
## Marquis Flowers               46.88384            26.42043 66
## Alec Ogletree                 70.45375            67.98129 81
## Lavonte David                 88.90030            84.93794 91
## Nate Palmer                   35.38618            31.55132 66
## Dee Ford                      54.21028            52.81679 74
## Quinton Coples                56.72663            65.74078 79
## Robert Mathis                 67.38534            81.85451 87
## Brandon Graham                66.81937            80.46004 86
## LaMarr Woodley                48.48925            57.24194 77
## Julius Peppers                72.88652            82.27783 88
## Dont'a Hightower              87.47184            88.45098 93
## Jason Ankrah                  27.17184            26.95569 64
## Josh Bynes                    46.28363            54.50580 75
## Chris White                   37.16264            35.68114 69
## Alex Okafor                   41.99632            49.59753 73
## O'Brien Schofield             49.85163            52.47265 74
## Derrick Morgan                79.19062            81.72772 87
## Vontaze Burfict               71.93684            77.32178 86
## J.T. Thomas                   62.39281            49.86279 75
## Jared Allen                   41.22386            64.90136 79
## Brian Orakpo                  73.24344            81.91886 87
## Tamba Hali                    74.30846            86.78078 90
## Trent Cole                    57.56746            73.31023 82
##                      Balanced OLB Quick Hitter Coverage Tackling OLB
## Daniel Adongo            18.88537     14.73510              14.49978
## Dan Skuta                60.89624     65.37706              63.96481
## Jeremiah Attaochu        53.24590     49.17624              49.25167
## Bjoern Werner            44.85344     48.98249              45.77386
## Trent Murphy             54.45716     57.67254              55.22759
## Jonathan Massaquoi       45.36299     46.62397              46.26004
## Anthony Barr             80.39490     76.68120              78.52010
## Shaquille Riddick        29.15030     22.03549              22.82206
## Cornelius Washington     44.16954     39.65726              37.28282
## Markus Golden            28.41516     27.48333              26.01354
## James Harrison           61.57785     72.93888              65.35018
## Preston Smith            42.56168     41.67564              37.90123
## Ryan Kerrigan            82.86542     86.20048              82.57350
## John Simon               45.09341     45.64937              44.54291
## Kyle Emanuel             27.99004     26.14284              22.05779
## Anthony Chickillo        27.40173     27.53272              26.48849
## Frank Zombo              41.71658     45.53928              48.91961
## Zach Vigil               27.03076     21.65309              28.20357
## Colton Underwood         35.37277     34.13881              33.58534
## Dezman Moses             33.19473     33.74075              30.76826
## Ray Ray Armstrong        34.88497     31.76777              35.98289
## Ronald Powell            34.11546     27.37858              28.33092
## Emmanuel Lamur           49.85110     48.76160              52.17183
## Neiron Ball              29.26902     23.28352              27.05065
## Jarvis Jones             39.28835     41.87579              37.80014
## Randell Johnson          40.26346     38.02567              36.09247
## Lorenzo Mauldin          35.43609     34.71531              33.21091
## Erik Walden              59.42818     64.78591              59.58738
## Jo-Lonn Dunbar           48.85228     52.66030              53.69583
## Justin Durant            70.45961     71.62887              76.57497
## Kevin Reddick            37.06455     36.63591              38.07748
## Vincent Rey              56.48789     56.99793              63.15566
## Trevardo Williams        34.65504     28.37010              30.71938
## Brooks Reed              62.98117     65.48738              65.16859
## Lorenzo Alexander        41.90855     57.21048              44.94351
## David Bass               28.47411     28.34395              24.58763
## Nate Orchard             33.76708     33.67511              29.70055
## Spencer Paysinger        48.93999     52.51148              54.81411
## Devon Kennard            62.66244     63.53087              63.31671
## Arthur Moats             65.54092     68.09796              64.42220
## Akeem Ayers              64.64667     65.85240              65.68640
## Ahmad Brooks             58.64954     64.88473              63.37390
## DeAndre Levy             83.69859     86.60661              88.96281
## Kyle Van Noy             47.25597     45.08653              49.75717
## Rufus Johnson            32.66717     32.35421              28.32475
## K.J. Wright              72.02281     76.40413              78.01327
## Tyler Starr              29.74683     26.80164              27.56038
## Armonty Bryant           30.22940     28.67756              26.18712
## Khalil Mack              89.10820     87.84458              88.78750
## Jason Babin              54.16796     62.45644              57.86531
## Andy Mulumba             35.03842     34.60453              32.86533
## Lerentee McCray          39.58153     38.38594              36.86839
## Dekoda Watson            55.12771     48.78492              57.22156
## Sio Moore                65.37821     65.07460              65.94629
## Adarius Glanton          32.39420     27.93890              32.86210
## John Lotulelei           33.97093     34.39881              34.96221
## Hau'oli Kikaha           33.85888     33.92892              28.17663
## Za'Darius Smith          22.65113     21.67238              16.77129
## Jackson Jeffcoat         30.25845     26.14648              25.35162
## Aaron Lynch              63.97146     63.79218              61.07427
## Aldon Smith              82.53384     83.80177              80.73541
## Cam Johnson              32.42309     30.24091              27.43589
## Shaq Thompson            46.10715     42.10825              49.28377
## Nate Askew               27.51632     18.01005              25.08995
## Sean Porter              42.61210     40.30510              43.30671
## Tony Steward             31.37913     26.32773              31.08727
## Anthony Hitchens         51.81723     52.21722              53.89905
## Jonathan Casillas        53.15441     51.79773              59.75514
## Bruce Irvin              76.69601     74.77308              76.89550
## Gerald Hodges            61.36603     64.19145              68.71487
## Thomas Davis             81.58416     84.67313              86.55563
## Jelani Jenkins           63.05643     62.34856              66.29205
## Telvin Smith             66.00256     60.33272              69.17742
## A.J. Tarpley             26.85619     24.15252              31.23455
## Marquis Spruill          41.60564     36.77274              38.51998
## LaRoy Reynolds           49.37752     46.67944              50.02278
## Nigel Bradham            73.25302     73.26484              76.25492
## Andrew Hudson            16.75504     14.63041              12.60961
## Bruce Carter             61.90048     60.11206              64.25330
## Brandon Hepburn          40.38199     38.63348              42.89845
## Kevin Pierre-Louis       47.91115     39.23329              47.38302
## Edmond Robinson          23.61757     17.26513              23.55239
## Brandon Watts            30.93052     20.50377              29.62269
## Korey Toomer             31.82734     24.20194              29.91388
## Jadeveon Clowney         68.21997     63.45336              61.24573
## Jason Williams           37.69956     32.26257              39.90998
## Jonathan Newsome         53.05123     53.52264              50.69926
## Mark Nzeocha             21.73910     15.86484              20.26543
## Kyle Wilber              55.94388     56.33536              59.42125
## Khairi Fortt             41.46668     37.51511              39.64900
## Eli Harold               41.17844     33.28064              34.25902
## Sam Montgomery           33.06716     31.94480              28.84784
## Larry Dean               31.08039     25.40931              33.89407
## Tourek Williams          39.70510     42.38071              35.80659
## Trevor Reilly            42.30560     40.33072              38.90006
## Benardrick McKinney      49.65032     46.84185              48.49699
## Corey Lemonier           46.30694     43.33178              44.42969
## Keith Rivers             55.62873     55.91220              59.24165
## Darius Fleming           39.98019     37.00869              34.45219
## Josh Kaddu               29.48471     26.10877              29.81866
## Bud Dupree               53.98271     47.78298              50.30803
## Kwon Alexander           34.69542     25.31762              28.53929
## Sean Lee                 76.85733     80.36896              83.20950
## Jordan Zumwalt           30.24704     28.21462              30.20826
## P.J. Dawson              45.30533     43.08539              47.29889
## Malcolm Smith            55.30867     52.91816              59.78607
## Mike Morgan              49.07116     45.64148              52.87525
## Mike Neal                50.17829     56.66193              49.34943
## Lamarr Houston           51.26787     59.86513              54.03596
## Willie Young             41.40720     47.39733              39.82270
## Jordan Tripp             35.27349     29.63147              33.45923
## Michael Mauti            24.54571     27.61235              29.55253
## Jayson DiManche          45.84981     40.21569              45.03963
## Ikemefuna Enemkpali      31.66485     35.94526              28.27922
## Parys Haralson           55.11110     62.03083              58.69564
## Calvin Pace              47.60690     57.79428              54.51437
## Marcus Smith             44.91638     42.36377              44.11390
## Bryan Braman             40.22047     43.58317              42.75123
## Marshall McFadden        26.67813     27.23392              27.00703
## Elvis Dumervil           74.81263     81.93536              76.22392
## Scott Solomon            36.03175     39.54237              32.78270
## Josh Martin              39.14320     36.40141              35.98847
## Kaelin Burnett           44.85136     40.77166              45.01109
## Pernell McPhee           76.50407     82.64222              74.56548
## Victor Butler            52.58592     55.82421              52.77130
## Kourtnei Brown           24.83766     22.71972              21.47156
## Terrell Suggs            84.60313     89.53171              84.70436
## Connor Barwin            77.11070     79.66503              76.97154
## Joe Kruger               32.93165     33.60785              30.65698
## Chris McCain             42.99354     41.01826              44.05106
## Shane Ray                48.94294     45.23318              43.91948
## Melvin Ingram            64.43401     63.78467              60.00586
## Cordarro Law             26.40890     29.49479              24.13523
## Jayrone Elliott          39.48919     37.47004              37.26309
## Mark Herzlich            40.13765     48.19029              49.53078
## Shea McClellin           58.68923     59.07587              60.47027
## Adrian Hubbard           32.92235     28.88129              28.82919
## Matt Shaughnessy         52.71327     61.95527              57.88494
## Justin Houston           92.89545     94.20198              92.57227
## Nick Perry               64.94089     63.90848              63.39835
## Kasim Edebali            31.85317     31.96396              30.65092
## A.J. Klein               46.84219     47.47117              52.75049
## Cameron Lawrence         38.66010     38.11493              41.94240
## Chris Carter             42.07474     40.46216              41.76732
## Von Miller               94.58321     94.50197              93.93138
## DeMarcus Ware            66.15669     70.65513              67.55056
## Anthony Spencer          51.80069     55.63974              54.34470
## Davis Tull               33.29480     24.98305              26.98203
## Jamie Collins            84.00659     84.91748              86.09752
## Jonathan Freeny          42.47594     43.14579              42.60556
## Whitney Mercilus         64.79294     65.92326              65.25972
## Paul Kruger              76.19638     81.85577              77.18081
## Courtney Upshaw          62.41871     66.87619              62.83557
## Julian Stanford          52.39023     44.07236              51.22352
## Chad Greenway            55.92668     61.84878              62.35832
## Barkevious Mingo         73.14618     70.89319              71.49338
## Deiontrez Mount          25.37608     18.79688              20.49163
## Junior Galette           80.14052     84.76629              80.70161
## Marquis Flowers          33.72585     27.68716              36.64765
## Alec Ogletree            70.24072     68.22697              72.40364
## Lavonte David            84.06612     84.84112              89.70403
## Nate Palmer              35.55889     32.64890              33.17476
## Dee Ford                 57.35937     53.72900              53.77993
## Quinton Coples           62.20514     64.52622              60.83656
## Robert Mathis            74.75756     79.82134              76.80610
## Brandon Graham           75.06781     78.98884              73.54305
## LaMarr Woodley           48.17486     55.56864              51.78249
## Julius Peppers           75.53431     81.13007              77.54915
## Dont'a Hightower         86.07396     88.24613              87.88717
## Jason Ankrah             29.30785     27.69350              24.09135
## Josh Bynes               48.99144     53.42048              50.76367
## Chris White              33.74242     35.64883              37.36734
## Alex Okafor              43.29421     49.16464              41.66357
## O'Brien Schofield        49.83135     51.77584              51.07915
## Derrick Morgan           77.12554     81.48395              77.52757
## Vontaze Burfict          70.21488     76.73626              74.31273
## J.T. Thomas              51.40030     50.68208              56.83961
## Jared Allen              51.29757     61.17188              52.65083
## Brian Orakpo             78.40394     80.84985              77.16707
## Tamba Hali               78.69715     85.16208              79.99960
## Trent Cole               65.62406     71.27688              67.91507
##                      Speed Rushing OLB Finesse Rushing OLB V6
## Daniel Adongo                 19.41235            16.65081 57
## Dan Skuta                     59.19778            62.80773 80
## Jeremiah Attaochu             55.96450            54.18867 73
## Bjoern Werner                 40.84400            44.46410 74
## Trent Murphy                  50.94670            53.54531 76
## Jonathan Massaquoi            43.55412            44.26323 73
## Anthony Barr                  81.57346            78.48149 85
## Shaquille Riddick             35.99882            32.15359 61
## Cornelius Washington          38.43582            35.01581 69
## Markus Golden                 26.95525            26.66979 64
## James Harrison                52.66619            63.87855 84
## Preston Smith                 38.61607            39.01056 70
## Ryan Kerrigan                 79.34001            83.44546 90
## John Simon                    42.83808            43.03293 72
## Kyle Emanuel                  25.54573            26.20828 63
## Anthony Chickillo             21.56524            20.48441 64
## Frank Zombo                   38.39130            37.80245 73
## Zach Vigil                    32.07493            25.09627 62
## Colton Underwood              32.71203            31.73838 67
## Dezman Moses                  31.51853            33.29565 67
## Ray Ray Armstrong             39.03599            35.31077 67
## Ronald Powell                 33.95761            28.44318 64
## Emmanuel Lamur                54.43124            53.15567 74
## Neiron Ball                   30.24043            23.52865 62
## Jarvis Jones                  36.28550            39.59170 71
## Randell Johnson               37.73653            36.70550 69
## Lorenzo Mauldin               39.79523            41.65944 67
## Erik Walden                   56.47346            62.69698 79
## Jo-Lonn Dunbar                50.89625            53.69262 76
## Justin Durant                 74.08288            72.86018 84
## Kevin Reddick                 33.97907            31.78042 69
## Vincent Rey                   58.40005            55.29618 78
## Trevardo Williams             42.56612            38.45738 64
## Brooks Reed                   59.82053            60.91270 80
## Lorenzo Alexander             31.88040            46.15807 76
## David Bass                    32.27450            36.45497 64
## Nate Orchard                  38.25074            42.91712 68
## Spencer Paysinger             49.76550            51.18115 76
## Devon Kennard                 62.51177            63.16106 79
## Arthur Moats                  64.96814            69.00464 80
## Akeem Ayers                   63.61292            64.12866 81
## Ahmad Brooks                  48.40646            50.51792 80
## DeAndre Levy                  83.56348            83.89710 93
## Kyle Van Noy                  47.93574            43.53634 72
## Rufus Johnson                 30.22637            31.70868 66
## K.J. Wright                   70.20720            71.55064 86
## Tyler Starr                   35.19000            33.93028 63
## Armonty Bryant                34.06960            35.97306 64
## Khalil Mack                   88.33750            86.36295 91
## Jason Babin                   49.79550            57.53571 79
## Andy Mulumba                  39.17055            41.47098 68
## Lerentee McCray               39.43645            39.57546 69
## Dekoda Watson                 63.34078            56.59892 74
## Sio Moore                     64.98524            64.03876 80
## Adarius Glanton               32.77191            26.49287 64
## John Lotulelei                29.75925            28.25452 68
## Hau'oli Kikaha                34.94345            39.28027 66
## Za'Darius Smith               17.55350            18.58084 61
## Jackson Jeffcoat              29.56065            26.99738 63
## Aaron Lynch                   63.40920            64.92223 79
## Aldon Smith                   80.55264            82.67256 89
## Cam Johnson                   27.92234            26.69155 64
## Shaq Thompson                 50.06136            43.68899 72
## Nate Askew                    36.63603            26.29477 60
## Sean Porter                   49.24357            47.74702 70
## Tony Steward                  32.80116            26.62404 65
## Anthony Hitchens              47.55015            45.53612 75
## Jonathan Casillas             59.16551            55.26936 76
## Bruce Irvin                   75.79386            72.61686 84
## Gerald Hodges                 62.76325            61.97715 80
## Thomas Davis                  80.72041            81.19317 90
## Jelani Jenkins                66.06783            64.07509 79
## Telvin Smith                  71.76780            64.50377 79
## A.J. Tarpley                  29.26176            23.79666 64
## Marquis Spruill               45.86675            42.57902 68
## LaRoy Reynolds                45.93031            40.82483 73
## Nigel Bradham                 71.50634            68.63459 83
## Andrew Hudson                 16.25726            15.89427 56
## Bruce Carter                  66.11124            63.76592 78
## Brandon Hepburn               39.29628            35.20971 70
## Kevin Pierre-Louis            51.64594            41.44622 70
## Edmond Robinson               28.20422            20.06910 59
## Brandon Watts                 35.91675            23.34761 61
## Korey Toomer                  38.10376            30.18464 63
## Jadeveon Clowney              67.72459            65.66458 78
## Jason Williams                44.51010            37.79213 67
## Jonathan Newsome              53.30530            55.61002 75
## Mark Nzeocha                  25.46693            18.72702 58
## Kyle Wilber                   61.46310            61.53574 77
## Khairi Fortt                  37.30527            31.97858 68
## Eli Harold                    46.70185            42.01508 66
## Sam Montgomery                29.87834            29.72962 65
## Larry Dean                    37.53318            29.88107 65
## Tourek Williams               36.70576            41.61458 70
## Trevor Reilly                 45.92342            46.65654 69
## Benardrick McKinney           44.42282            39.62676 72
## Corey Lemonier                52.36700            51.58149 71
## Keith Rivers                  56.60412            55.12825 76
## Darius Fleming                38.13457            36.94113 67
## Josh Kaddu                    26.39296            20.85474 64
## Bud Dupree                    55.22981            49.59475 73
## Kwon Alexander                34.90307            25.85005 63
## Sean Lee                      74.94195            74.75430 89
## Jordan Zumwalt                28.62418            25.43857 65
## P.J. Dawson                   41.61410            36.30213 72
## Malcolm Smith                 60.03927            55.81693 77
## Mike Morgan                   50.61108            44.20815 73
## Mike Neal                     45.15383            52.71953 76
## Lamarr Houston                45.14160            53.10594 77
## Willie Young                  42.97836            52.88639 72
## Jordan Tripp                  37.71143            31.91782 66
## Michael Mauti                 20.90269            20.53010 66
## Jayson DiManche               52.57919            47.84659 70
## Ikemefuna Enemkpali           27.29463            33.13063 68
## Parys Haralson                57.92087            65.66840 79
## Calvin Pace                   40.29579            47.07627 77
## Marcus Smith                  43.69093            40.23729 70
## Bryan Braman                  38.35126            40.66866 72
## Marshall McFadden             30.17382            31.76710 64
## Elvis Dumervil                76.53655            85.21287 88
## Scott Solomon                 31.97561            37.25339 69
## Josh Martin                   38.32989            36.44848 68
## Kaelin Burnett                50.60083            46.97055 70
## Pernell McPhee                71.99529            80.71304 87
## Victor Butler                 55.07540            60.15936 76
## Kourtnei Brown                24.10983            23.16569 62
## Terrell Suggs                 80.66363            87.00946 93
## Connor Barwin                 75.98195            79.38950 87
## Joe Kruger                    30.99862            32.37155 67
## Chris McCain                  49.94115            48.95875 70
## Shane Ray                     53.64658            53.47344 72
## Melvin Ingram                 67.19611            69.98116 79
## Cordarro Law                  28.78060            35.47724 64
## Jayrone Elliott               44.66516            45.12505 68
## Mark Herzlich                 35.59042            38.60221 75
## Shea McClellin                63.32733            64.34848 78
## Adrian Hubbard                28.78903            24.69810 64
## Matt Shaughnessy              43.76175            49.87707 79
## Justin Houston                91.81608            93.54282 97
## Nick Perry                    63.57523            62.89946 79
## Kasim Edebali                 30.36186            30.91642 66
## A.J. Klein                    45.30964            41.88445 74
## Cameron Lawrence              36.91472            33.55057 69
## Chris Carter                  48.99072            49.61761 70
## Von Miller                    95.07007            95.45661 97
## DeMarcus Ware                 62.48012            66.96418 83
## Anthony Spencer               55.91732            60.96296 76
## Davis Tull                    40.38733            35.05733 62
## Jamie Collins                 84.16018            83.93375 90
## Jonathan Freeny               42.37451            43.27479 71
## Whitney Mercilus              62.58049            63.09758 80
## Paul Kruger                   76.46892            83.33746 88
## Courtney Upshaw               57.04152            61.12776 80
## Julian Stanford               59.12654            51.27588 72
## Chad Greenway                 54.75440            58.60412 80
## Barkevious Mingo              77.14543            76.69423 82
## Deiontrez Mount               26.69598            20.99398 59
## Junior Galette                81.56688            87.39746 89
## Marquis Flowers               34.81710            25.59938 66
## Alec Ogletree                 74.67152            72.18000 81
## Lavonte David                 85.89644            83.43313 91
## Nate Palmer                   40.77366            40.05465 66
## Dee Ford                      62.02576            61.08175 74
## Quinton Coples                58.87694            61.87924 79
## Robert Mathis                 78.03147            84.17479 87
## Brandon Graham                72.67614            78.25268 86
## LaMarr Woodley                41.40978            46.86230 77
## Julius Peppers                77.19802            83.67650 88
## Dont'a Hightower              82.57554            83.29246 93
## Jason Ankrah                  27.11214            27.63213 64
## Josh Bynes                    45.61611            49.16057 75
## Chris White                   28.37272            26.82629 69
## Alex Okafor                   39.02594            46.49240 73
## O'Brien Schofield             54.47621            57.86930 74
## Derrick Morgan                74.33510            79.31363 87
## Vontaze Burfict               62.77374            66.89768 86
## J.T. Thomas                   54.24119            50.80857 75
## Jared Allen                   44.21773            55.04926 79
## Brian Orakpo                  72.93858            75.64051 87
## Tamba Hali                    72.22758            79.59017 90
## Trent Cole                    69.56035            76.71790 82
## [1] 0.37853993 0.20885562 0.22632312 0.10109099 0.08519034
##   Awareness Tackling And Coverage     Power Finesse Pass Rushing
## 1 0.2554215             0.1968513 0.2495819           0.12592309
## 2 0.3350958             0.2018336 0.2650409           0.12223488
## 3 0.3277849             0.2543009 0.1731882           0.09469931
## 4 0.2420928             0.2022306 0.1571595           0.19479720
## 5 0.3046307             0.1666916 0.1942490           0.23178805
##        Speed
## 1 0.17222222
## 2 0.07579486
## 3 0.15002671
## 4 0.20371986
## 5 0.10264062
## [1] 0.1753649 0.4997081 0.3249270
##   Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1          0.2419380              0.3705849              0.3874771
## 2          0.2283713              0.4695518              0.3020769
## 3          0.3301495              0.4230317              0.2468188
## 4          0.3968586              0.3253193              0.2778221
## 5          0.1359427              0.4857654              0.3782920